{"id":"W3099021718","doi":"10.22329/celt.v13i0.5978","title":"The Laurentian University CAE Coffeehouse","year":2020,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Outreach; Library science; Humanities; Political science; Sociology; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002737217,0.0004453498,0.000256799,0.001931176,0.01204526,0.009504373,0.002291399,0.001871661,0.08450792],"category_scores_gemma":[0.006076583,0.0004991738,0.0004408466,0.002144001,0.003228511,0.004487843,0.01144536,0.002116633,0.01512373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007343004,"about_ca_system_score_gemma":0.01800907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03416065,"about_ca_topic_score_gemma":0.07901236,"domain_scores_codex":[0.9969618,0.0005116491,0.0000826269,0.0005090559,0.001209261,0.0007255987],"domain_scores_gemma":[0.9914932,0.0005597479,0.000393827,0.0006632515,0.001379541,0.005510313],"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":[0.0001496852,0.0001687772,0.003140864,0.0002029661,0.000009546286,0.001191797,0.008343614,0.0003537741,0.001746362,0.1020126,0.6476382,0.2350418],"study_design_scores_gemma":[0.000004774844,0.00001948561,0.0009049941,0.00003819044,0.000001106814,0.00009654577,0.0008857017,0.00007111083,0.0002432822,0.001129787,0.9965885,0.00001653893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04426725,0.004605438,0.01134611,0.03889886,0.004547342,0.0004542037,0.001243761,0.003953391,0.8906837],"genre_scores_gemma":[0.1960684,0.001978016,0.02289627,0.004038019,0.001296047,0.0003880363,0.001155476,0.0009246233,0.7712552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08450792,"threshold_uncertainty_score":0.2827072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786947426627798,"score_gpt":0.3050869167820852,"score_spread":0.2772174425158072,"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."}}