{"id":"W7161977557","doi":"10.82308/30474","title":"Fantastic creative problems: advertising and autological subjects in Montreal","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Context (archaeology); Gender relations; Ceremony","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":[0.002115894,0.0004919441,0.0002849466,0.003119064,0.01676441,0.0139392,0.001687592,0.001634325,0.02626474],"category_scores_gemma":[0.007662226,0.0004389192,0.000283545,0.004381398,0.01645373,0.003116556,0.00365499,0.001599743,0.0007244052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07059902,"about_ca_system_score_gemma":0.03094767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9369653,"about_ca_topic_score_gemma":0.9589974,"domain_scores_codex":[0.9980192,0.0005541429,0.00004819481,0.0002154568,0.0006789442,0.0004839745],"domain_scores_gemma":[0.9948031,0.002537635,0.0006002383,0.0003861372,0.0008670064,0.000805817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001242453,0.0001185566,0.02402757,0.0001802886,0.0000206901,0.002420656,0.6250011,0.0004505055,0.001292113,0.2692756,0.02529033,0.05179835],"study_design_scores_gemma":[0.00003598709,0.00004297535,0.03801896,0.0002198579,0.00002613688,0.0006745016,0.4167936,0.000844241,0.0009883274,0.007304406,0.5349308,0.0001201632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5914429,0.003101335,0.001052355,0.01221354,0.0001666448,0.000119125,0.0004407589,0.00008693289,0.3913763],"genre_scores_gemma":[0.9272211,0.00076443,0.0003069715,0.0003856044,0.00004004674,0.00002229366,0.00008261333,0.00004770713,0.07112918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07059902,"threshold_uncertainty_score":0.5122341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843347181095326,"score_gpt":0.3074101513094824,"score_spread":0.2789766794985292,"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."}}