{"meta":{"query_hash":"ef54f4a8528b","filters":{"venue":"Solar eBooks"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ef54f4a8528b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Solar+eBooks"},"results":[{"id":"W4381144950","doi":"10.18608/hla22.008","title":"Learning Analytics for Self-Regulated Learning","year":2022,"lang":"en","type":"book-chapter","venue":"Solar eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Simon Fraser University","keywords":"Learning analytics; Metacognition; Computer science; Analytics; TRACE (psycholinguistics); Data science; Instrumentation (computer programming); Data analysis; Software analytics; Human–computer interaction; Software; Cognition; Data mining; Psychology; Software system","score_opus":0.015945593413938502,"score_gpt":0.24110683405246974,"score_spread":0.22516124063853124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381144950","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022217303,0.055730652,0.3584757,0.012284834,0.0019697542,0.00016559688,0.00042506677,0.0018567739,0.56686985],"genre_scores_gemma":[0.13429381,0.07589591,0.27541664,0.005791498,0.003315335,0.0008815816,0.0015775625,0.0012908326,0.50153685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99940336,0.00017795197,0.0000309141,0.00009796954,0.00025488305,0.000034997873],"domain_scores_gemma":[0.9990397,0.00063394074,0.000033224027,0.00012736981,0.00012301106,0.000042639018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009970042,0.00088782824,0.00046959202,0.0014667698,0.0006760722,0.005028681,0.001013086,0.0013450794,0.014677447],"category_scores_gemma":[0.0022687432,0.00028832152,0.0004543798,0.002263943,0.0022790974,0.006857666,0.0021827363,0.0029670252,0.005504341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064996275,0.00002073735,0.000084769796,0.0002395158,0.0000069757434,0.000057812224,0.00079991523,0.0012028638,0.0003174694,0.83866554,0.042613577,0.11598435],"study_design_scores_gemma":[0.0000024633973,0.000007865465,0.00014575895,0.0002417415,0.0000032221699,0.00010636357,0.00023765421,0.0036369245,0.0002499755,0.57400745,0.42135105,0.000009585117],"about_ca_topic_score_codex":0.0011836765,"about_ca_topic_score_gemma":0.0011939853,"teacher_disagreement_score":0.014677447,"about_ca_system_score_codex":0.001802787,"about_ca_system_score_gemma":0.0010692496,"threshold_uncertainty_score":0.049100935},"labels":[],"label_agreement":null},{"id":"W4381145014","doi":"10.18608/hla22.003","title":"Predictive Modelling in Teaching and Learning","year":2022,"lang":"en","type":"book-chapter","venue":"Solar eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; Predictive analytics; Computer science; Learning analytics; Process (computing); Field (mathematics); Data science; Educational data mining; Artificial intelligence","score_opus":0.015794805614062005,"score_gpt":0.22912398820229468,"score_spread":0.2133291825882327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381145014","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004067737,0.10045793,0.42615247,0.030187342,0.0034193497,0.0001744034,0.00044395207,0.0014337557,0.43366304],"genre_scores_gemma":[0.18232492,0.17026429,0.2963856,0.0069330228,0.0053222664,0.00063273765,0.001387365,0.0010386006,0.3357112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989618,0.00037330232,0.00004323778,0.00014148594,0.0004252802,0.000054860244],"domain_scores_gemma":[0.99747866,0.0019288085,0.000069015805,0.00023079806,0.00020888126,0.000083830775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019162055,0.00084800395,0.0006151584,0.0012130972,0.0009386373,0.0060200994,0.001414178,0.0018616066,0.017490454],"category_scores_gemma":[0.00457793,0.00037695828,0.00058490183,0.0018916532,0.002471667,0.0055998154,0.0022984718,0.0035339245,0.005880344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011585839,0.00004239751,0.00027438608,0.0004241824,0.000017668535,0.00007523561,0.0007455739,0.010222743,0.00022540276,0.69287705,0.046149094,0.24893469],"study_design_scores_gemma":[0.000004121723,0.000020532265,0.00018634534,0.00051504915,0.00000844087,0.00013229254,0.000274128,0.011014983,0.0003411142,0.50185686,0.48562628,0.000019859337],"about_ca_topic_score_codex":0.002485469,"about_ca_topic_score_gemma":0.0026439503,"teacher_disagreement_score":0.017490454,"about_ca_system_score_codex":0.0019196577,"about_ca_system_score_gemma":0.002104409,"threshold_uncertainty_score":0.058511376},"labels":[],"label_agreement":null},{"id":"W4381145033","doi":"10.18608/hla22.017","title":"Institutional Analytics","year":2022,"lang":"en","type":"book-chapter","venue":"Solar eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Implementation; Learning analytics; Analytics; Optimism; Computer science; Field (mathematics); Data science; Work (physics); Politics; Knowledge management; Management science; Engineering ethics; Political science; Psychology; Engineering","score_opus":0.02274190597731722,"score_gpt":0.24003440122155806,"score_spread":0.21729249524424082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381145033","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009575372,0.009497481,0.07180687,0.013991737,0.0021460317,0.00027071833,0.002650507,0.0040986454,0.8945805],"genre_scores_gemma":[0.03766489,0.026515469,0.08289562,0.0062314277,0.003249427,0.0005361889,0.009570706,0.0031400728,0.8301962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99651814,0.0009095964,0.0002487763,0.0005384305,0.0014583865,0.00032658488],"domain_scores_gemma":[0.99507755,0.0017384448,0.00025797816,0.0013346622,0.0011314488,0.0004599379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036034903,0.0010052305,0.0005258141,0.003841788,0.0021095723,0.015906123,0.002533383,0.0022966748,0.1205416],"category_scores_gemma":[0.008799423,0.00055323483,0.00086062134,0.0064048893,0.0022735395,0.0136629,0.008410627,0.003235628,0.06213542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001280819,0.000021201666,0.00029923246,0.00037673325,0.00001068713,0.00007627786,0.0008010809,0.0005100663,0.00021702898,0.5272309,0.26834044,0.20210361],"study_design_scores_gemma":[0.0000012916921,0.0000023960065,0.000077558136,0.00016225401,0.0000014410514,0.000051590756,0.00020251003,0.00020571264,0.00010786792,0.033227317,0.9659552,0.000004878646],"about_ca_topic_score_codex":0.002619574,"about_ca_topic_score_gemma":0.0032277682,"teacher_disagreement_score":0.1205416,"about_ca_system_score_codex":0.003852738,"about_ca_system_score_gemma":0.0045704204,"threshold_uncertainty_score":0.40325183},"labels":[],"label_agreement":null}]}