{"id":"W4366525806","doi":"10.33063/ijrp.vi12.287","title":"International Journal of Role-playing 12 -- Full Issue -- IJRP","year":2022,"lang":"en","type":"article","venue":"International Journal of Role-Playing","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal; York University","keywords":"Computer science; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002344188,0.0005788418,0.0005568364,0.001009297,0.001548154,0.006699619,0.001633451,0.00209498,0.08774578],"category_scores_gemma":[0.007516063,0.0002662407,0.0005830415,0.001159336,0.002256574,0.003938659,0.00251795,0.003277921,0.02478236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677495,"about_ca_system_score_gemma":0.00394328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324834,"about_ca_topic_score_gemma":0.001469027,"domain_scores_codex":[0.9975685,0.0008831272,0.0001994453,0.0002673394,0.0008006767,0.0002808531],"domain_scores_gemma":[0.9968935,0.001108507,0.0001763022,0.0003450511,0.0007941532,0.000682277],"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":[0.00007016504,0.0001578561,0.0005804836,0.001540717,0.00001577328,0.0002886847,0.002273431,0.00009631908,0.0005313121,0.1202117,0.5936652,0.2805684],"study_design_scores_gemma":[0.000005592634,0.00002598986,0.000455305,0.0006762299,0.00000474021,0.0003633724,0.0007144942,0.00006107899,0.0001216636,0.005642439,0.9919218,0.00000747517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005551123,0.1399558,0.01066432,0.06946772,0.08791177,0.0002027572,0.000345106,0.0004536493,0.6854478],"genre_scores_gemma":[0.140326,0.1477214,0.01099663,0.01982175,0.03099671,0.000438303,0.0008774972,0.0008067578,0.6480149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9122542,"threshold_uncertainty_score":0.2935389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214267317140247,"score_gpt":0.3761653668372673,"score_spread":0.3140226936658648,"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."}}