{"id":"W4323787441","doi":"10.33137/ic.v23i.39886","title":"Authorships and Identity: a Filmmaker’s Voice","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Film director; Identity (music); Art; Psychology; Aesthetics; Visual arts; Movie theater","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":[0.00007714931,0.00008161016,0.00007490577,0.0001195956,0.0006016459,0.0002840221,0.0001417929,0.000003391723,0.002428459],"category_scores_gemma":[0.000006564977,0.00008830392,0.00003889655,0.00004028314,0.0001186074,0.0003597197,0.00009140372,0.00009117198,0.0001161132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006381788,"about_ca_system_score_gemma":0.00003816409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0098488,"about_ca_topic_score_gemma":0.05859767,"domain_scores_codex":[0.9993196,0.00002376424,0.0001001637,0.0001687049,0.0001925813,0.0001951956],"domain_scores_gemma":[0.9996829,0.00002170031,0.00002824577,0.00009820776,0.00001021188,0.0001587356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003093187,0.00001904572,0.00003199872,0.00001251961,0.00002971183,0.00008113746,0.002827024,0.000004533305,4.065021e-7,0.9147285,0.07818195,0.004080101],"study_design_scores_gemma":[0.0000795055,0.00004718437,0.003030848,0.000003611663,0.00001213707,0.000009464806,0.001635949,0.00003812881,2.490541e-7,0.09540043,0.8996239,0.0001185591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06581369,0.000124957,0.000005116948,0.005974737,0.0006337391,0.0001559522,0.001160577,0.00005539126,0.9260758],"genre_scores_gemma":[0.9236206,0.000001583056,0.00001163027,0.002129978,0.000164106,0.00004055423,0.00008990265,0.00001137799,0.0739303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8578069,"threshold_uncertainty_score":0.9984835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736506119989635,"score_gpt":0.2154707007162797,"score_spread":0.1781056395163834,"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."}}