{"id":"W4366822975","doi":"10.1177/27538702231170132","title":"Collaborative projection and the twin ecstasies of DIY cineworlding","year":2023,"lang":"en","type":"article","venue":"DIY Alternative Cultures & Society","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Capitalism; Normative; Sociology; Ethnography; Psychoanalytic theory; Citizenship; Projection (relational algebra); Production (economics); Aesthetics; Order (exchange); Epistemology; Media studies; Political science; Art; Computer science; Anthropology; Philosophy; Law; Politics; Business; Psychology; Economics; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004249782,0.0001217215,0.0003273694,0.00004246391,0.000216349,0.00003689398,0.00009984271,0.00003924939,0.00001565893],"category_scores_gemma":[0.0002570682,0.00008370778,0.0001321473,0.0005321914,0.0003359838,0.0001148978,0.00009867632,0.0001194941,0.00001446633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946725,"about_ca_system_score_gemma":0.000009692139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002349419,"about_ca_topic_score_gemma":0.00009115007,"domain_scores_codex":[0.9992527,0.0000230188,0.0002741584,0.0002350337,0.00005147248,0.0001636689],"domain_scores_gemma":[0.999332,0.0001855479,0.0002562383,0.0001000978,0.0001015885,0.00002450439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001161897,0.00007105406,0.04185228,0.0001600062,0.001102981,0.000002340968,0.4449115,0.0001223393,0.0004605183,0.4061133,0.1041865,0.0009010361],"study_design_scores_gemma":[0.01114729,0.0002724827,0.2111758,0.0002324253,0.0001301975,0.0000056334,0.3401342,0.007922206,0.007419832,0.1582345,0.2622671,0.00105829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732133,0.009164166,0.0001381028,0.004361306,0.0006977135,0.0006345104,0.0002984986,0.00007012942,0.0114223],"genre_scores_gemma":[0.9877368,0.009677418,0.0001669462,0.0002042477,0.0002217791,0.00009068663,0.00001679614,0.00001120562,0.001874123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2478788,"threshold_uncertainty_score":0.3413504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703334429579213,"score_gpt":0.2748135030831192,"score_spread":0.2477801587873271,"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."}}