{"id":"W4413267341","doi":"10.32920/29660609","title":"Struggling in Paradise","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Nothing; Happiness; Art; Paradise; Shadow (psychology); Aesthetics; Psychology; Art history; Visual arts; Psychoanalysis; Philosophy; Social psychology; Epistemology","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":[0.0008825819,0.001044756,0.000520292,0.0006701353,0.01067006,0.007660867,0.001265226,0.002835822,0.1913693],"category_scores_gemma":[0.003678554,0.0003802847,0.000803987,0.0004330431,0.003181954,0.008061809,0.007657261,0.006171363,0.06071367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199884,"about_ca_system_score_gemma":0.001364999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006608365,"about_ca_topic_score_gemma":0.02072498,"domain_scores_codex":[0.9989827,0.0002586049,0.00002636836,0.0001628965,0.0002539059,0.000315576],"domain_scores_gemma":[0.9985935,0.0001088756,0.00008156252,0.00008389614,0.0002127435,0.0009194145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003207841,0.00006598586,0.0005135219,0.00008182155,0.000007719727,0.000800049,0.01839286,0.00003135011,0.0005104575,0.009818291,0.9416384,0.02810753],"study_design_scores_gemma":[0.000003937319,0.00003162715,0.000682576,0.00007552344,0.000002906202,0.0005355008,0.03681981,0.00004585489,0.0001573178,0.001264715,0.9603631,0.00001705183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03345956,0.002936796,0.003610512,0.0699078,0.0159092,0.0001793664,0.0006396399,0.001704061,0.871653],"genre_scores_gemma":[0.08858179,0.001923765,0.001816936,0.01299223,0.001203557,0.00008132107,0.0004697913,0.0008469786,0.8920836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1913693,"threshold_uncertainty_score":0.6401941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894518551547374,"score_gpt":0.2544778732149217,"score_spread":0.2055326876994479,"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."}}