{"id":"W4392460616","doi":"10.4324/9781003335887-13","title":"In a World of Dancing Waves and DIY Addiction","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006615023,0.0003135806,0.0002840669,0.0006792134,0.005908402,0.00915013,0.0005359532,0.001368979,0.01968969],"category_scores_gemma":[0.001429794,0.000226484,0.0001893623,0.001101222,0.00936376,0.00458503,0.002969204,0.004089396,0.002068935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004225488,"about_ca_system_score_gemma":0.002612166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02716087,"about_ca_topic_score_gemma":0.05880271,"domain_scores_codex":[0.9994457,0.0002347623,0.000009976567,0.00006032065,0.0001401595,0.0001089926],"domain_scores_gemma":[0.9995791,0.0001697408,0.00002831484,0.00004701107,0.0000587574,0.0001170502],"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":[0.00004128716,0.00006813934,0.001006743,0.00008945376,0.0000124467,0.0004711591,0.07605956,0.00009837015,0.0004607108,0.7345759,0.1332636,0.05385263],"study_design_scores_gemma":[0.000007177665,0.00001484799,0.001954852,0.0001684258,0.000004160902,0.0002993215,0.03565005,0.0001322667,0.0001398431,0.02623735,0.9353808,0.00001092953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03922756,0.007063651,0.003440789,0.03277764,0.001049847,0.00005922905,0.0001808969,0.0001218404,0.9160785],"genre_scores_gemma":[0.2594087,0.006585735,0.001248265,0.00680971,0.0003047223,0.00008436074,0.0001361196,0.000186055,0.7252364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02716087,"threshold_uncertainty_score":0.06586856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587322747733047,"score_gpt":0.2067560903728087,"score_spread":0.1808828628954782,"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."}}