{"id":"W7017412067","doi":"","title":"AN ANALYSIS OF FREDI’S TEACHING STRATEGY IN SPARE PARTS MOVIE","year":2020,"lang":"en","type":"dissertation","venue":"UMM Institutional Repository (University of Maine at Machias)","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Quality (philosophy); Filter (signal processing); Government (linguistics); Data collection; Frame (networking)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003726113,0.0002333561,0.0006721041,0.0006155175,0.001082089,0.000005256692,0.0004330305,0.0004140942,0.001237075],"category_scores_gemma":[0.0000638768,0.0002862234,0.0002665194,0.000525296,0.0001423864,0.0002240378,0.0000532462,0.0008348132,0.00002444772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559267,"about_ca_system_score_gemma":0.001430103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854258,"about_ca_topic_score_gemma":0.01168995,"domain_scores_codex":[0.9976803,0.0005731841,0.0005624554,0.0004548363,0.0004833135,0.0002459088],"domain_scores_gemma":[0.9982135,0.000151844,0.0008164481,0.0003877449,0.0002484916,0.0001820002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00577681,0.00327176,0.4192756,0.004023054,0.005491941,0.0006528068,0.1750921,0.09299566,0.009447142,0.2707055,0.01004706,0.003220585],"study_design_scores_gemma":[0.001806858,0.0002431022,0.8293771,0.0006926308,0.00143907,0.000004403882,0.1267263,0.01699427,0.0001363243,0.0003158809,0.02165342,0.0006106863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800804,0.0001876252,0.0001194971,0.000182314,0.000835242,0.0003683505,0.0001647485,0.00004191243,0.1180199],"genre_scores_gemma":[0.9833001,0.00007041272,0.000315834,0.00008508225,0.000136897,0.000002727003,0.004720186,0.00001590154,0.0113529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4101015,"threshold_uncertainty_score":0.999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020820750350807,"score_gpt":0.3467676777869225,"score_spread":0.3165594702834144,"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."}}