{"id":"W4323670749","doi":"10.33137/ic.v19i.40139","title":"“I wouldn't have seen it, if I hadn’t believed it”","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002598946,0.0005873176,0.0003443684,0.001006476,0.01743208,0.005478466,0.0009648104,0.003293098,0.03649163],"category_scores_gemma":[0.008961936,0.0003322224,0.0005154875,0.001076454,0.006977616,0.002245764,0.00262366,0.009910347,0.01079006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01773531,"about_ca_system_score_gemma":0.02546546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.456675,"about_ca_topic_score_gemma":0.6017757,"domain_scores_codex":[0.9949135,0.001103631,0.00009667734,0.0004162229,0.001851532,0.001618489],"domain_scores_gemma":[0.9936103,0.0003937725,0.0003194299,0.0002226656,0.003165736,0.002288031],"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":[0.00002358447,0.00004212667,0.003190824,0.00007286719,0.00001672511,0.0003527122,0.02442889,0.0000293021,0.0005372626,0.05245675,0.8990737,0.01977534],"study_design_scores_gemma":[0.000008452264,0.00001460593,0.004260822,0.0001319266,0.000007625199,0.0002511732,0.01700076,0.00001911316,0.0001110124,0.001776314,0.9763898,0.00002835008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01927282,0.00277381,0.001062696,0.4256271,0.00953201,0.00007211915,0.0003210202,0.000196805,0.5411416],"genre_scores_gemma":[0.1901664,0.002488594,0.001522263,0.1621772,0.001264483,0.0001103675,0.0002535052,0.0002586087,0.6417585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.456675,"threshold_uncertainty_score":0.9080337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092541732196808,"score_gpt":0.3913897791822503,"score_spread":0.2821356059625695,"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."}}