{"id":"W4410316559","doi":"10.32920/ifmj.v4i1-2.2014","title":"Creatoon","year":2024,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001437085,0.00009529926,0.00009991592,0.0001509291,0.0001694331,0.000767661,0.00005711755,0.00002429144,0.006281458],"category_scores_gemma":[0.0001136918,0.00006685381,0.00005890316,0.00001973797,0.00008850499,0.0008157756,0.00001266941,0.0003433897,0.0002054591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003771547,"about_ca_system_score_gemma":0.00008569667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003029706,"about_ca_topic_score_gemma":0.00005896074,"domain_scores_codex":[0.9994097,0.0000338607,0.0001632817,0.0001153301,0.0001253294,0.0001525211],"domain_scores_gemma":[0.9993689,0.0003033654,0.00003982021,0.00004912286,0.0001018691,0.000136914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000272444,0.00003434842,0.0001195841,0.00002782734,0.00005868395,0.00005693617,0.8621928,1.026285e-7,0.00002408206,0.006134374,0.08151653,0.04980747],"study_design_scores_gemma":[0.0001604131,0.00007793732,0.000579478,0.0003430862,0.00004633642,0.0003310461,0.1327361,0.0001437159,0.0002119988,0.007468585,0.8577735,0.0001277983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375192,0.004199132,0.00005284178,0.001707123,0.02071142,0.00005873094,0.00003000464,0.00005134996,0.03567022],"genre_scores_gemma":[0.9847388,0.0003862992,0.00003207777,0.0003396645,0.007792522,0.000006013257,0.00001379013,0.0000129658,0.006677842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.776257,"threshold_uncertainty_score":0.9946269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125373347230581,"score_gpt":0.2621044844929687,"score_spread":0.2408507510206629,"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."}}