{"id":"W3173769601","doi":"10.18357/kula.133","title":"Tribesourcing Southwest Films","year":2021,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Redress; Narrative; Film director; Media studies; Citizen journalism; Meaning (existential); Visual arts; Sociology; History; Art; Political science; Literature; Movie theater; Law; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005760968,0.0001262524,0.0002025771,0.0001116608,0.0007579248,0.0002320837,0.00007930062,0.00008752349,0.0001976699],"category_scores_gemma":[0.004735294,0.0001266504,0.00005127678,0.0005097455,0.0002277057,0.000621907,0.00005829226,0.00007166973,0.00003643382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006464746,"about_ca_system_score_gemma":0.0001081682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003989476,"about_ca_topic_score_gemma":0.0009009055,"domain_scores_codex":[0.9987531,0.0002079513,0.0002827367,0.0002714226,0.0002872889,0.0001975231],"domain_scores_gemma":[0.9977433,0.0009187462,0.0001118021,0.0001331461,0.0009790807,0.0001139153],"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":[0.00003087389,0.0002557165,0.07770051,0.0001851067,0.0001477345,0.000006102515,0.6304804,0.0000116989,0.0007544475,0.1082195,0.04833178,0.1338761],"study_design_scores_gemma":[0.0006357219,0.000029055,0.1087276,0.0002804442,0.00007989702,0.000003502856,0.1681984,0.0005857316,0.001821696,0.003887977,0.7153558,0.0003941696],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3686196,0.01579322,0.0005417598,0.004798157,0.0007229612,0.0003504203,0.00001902231,0.0002139125,0.608941],"genre_scores_gemma":[0.8536288,0.001996783,0.000251531,0.00007242012,0.0002994864,0.00005998836,0.0001138485,0.00001138986,0.1435657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.667024,"threshold_uncertainty_score":0.5829421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07236755221256934,"score_gpt":0.4120284136412148,"score_spread":0.3396608614286455,"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."}}