{"id":"W4240764782","doi":"10.1002/dev.21261","title":"ISDP 2014 Abstracts","year":2014,"lang":"en","type":"article","venue":"Developmental Psychobiology","topic":"Psychology of Development and Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health; National Science Foundation","keywords":"Citation; Computer science; Information retrieval; Library science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001651211,0.001082133,0.0008126117,0.002502739,0.001907827,0.0052293,0.001937198,0.002049796,0.610881],"category_scores_gemma":[0.003225006,0.000505391,0.0008952441,0.002303602,0.0005135447,0.002655256,0.003784625,0.001984066,0.4800439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255207,"about_ca_system_score_gemma":0.003912251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005477022,"about_ca_topic_score_gemma":0.006526162,"domain_scores_codex":[0.9982704,0.0002005895,0.0001273677,0.0002506623,0.0009308354,0.0002202196],"domain_scores_gemma":[0.9975023,0.0001351583,0.00009209967,0.0002524762,0.001447726,0.0005701883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006663785,0.00005366316,0.0002258197,0.0002252802,0.000006670879,0.00008181798,0.00005608865,0.0001042177,0.0006925273,0.00426908,0.8808901,0.1133282],"study_design_scores_gemma":[0.000003522046,0.00001382032,0.0002462858,0.00005924076,0.00000193742,0.00003642207,0.00003368183,0.00003079922,0.0001515625,0.0003911692,0.9990282,0.000003403805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001669991,0.005688846,0.005444056,0.01034995,0.02047754,0.0006319689,0.01771713,0.00341389,0.9346067],"genre_scores_gemma":[0.007093829,0.00449757,0.002536004,0.002225457,0.00241662,0.0002722873,0.01571987,0.001059267,0.9641791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.389119,"threshold_uncertainty_score":0.5550311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361780850942009,"score_gpt":0.317776334858655,"score_spread":0.2941585263492349,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}