{"id":"W4244349732","doi":"10.32920/ryerson.14646528.v1","title":"Extra medium: documenting a mood of speculation","year":2021,"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":"University of Lethbridge","funders":"Government of Ontario","keywords":"Speculation; Mood; Social media; Photography; Sociology; Media studies; Public relations; Aesthetics; Psychology; Social psychology; Visual arts; Political science; Business; Art; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01401761,0.000382221,0.0003969114,0.001404061,0.003154176,0.007224346,0.0009415559,0.002413564,0.009799336],"category_scores_gemma":[0.07177431,0.0002718569,0.0003673997,0.001423383,0.01210941,0.008049517,0.004081033,0.00492369,0.00083671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663949,"about_ca_system_score_gemma":0.0008643508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008350959,"about_ca_topic_score_gemma":0.0007277376,"domain_scores_codex":[0.9903515,0.005858143,0.000277397,0.001104275,0.002095321,0.0003133045],"domain_scores_gemma":[0.8739466,0.1076854,0.004663689,0.007596383,0.00509099,0.001016885],"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":[0.001631233,0.0003647968,0.01595466,0.0008942121,0.00009300538,0.001954421,0.4286514,0.0003584572,0.01302991,0.4625071,0.02761504,0.04694571],"study_design_scores_gemma":[0.0003021151,0.0007876203,0.02855261,0.0009042512,0.0001662772,0.001124153,0.3649622,0.003741521,0.01194475,0.2172657,0.3700514,0.0001974647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7087983,0.001894058,0.01596509,0.08457534,0.002131143,0.000210505,0.0009847997,0.0002830905,0.1851577],"genre_scores_gemma":[0.986982,0.0003615153,0.001636236,0.004186893,0.0004482889,0.0001206727,0.0001194948,0.0001318058,0.006013088],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01401761,"threshold_uncertainty_score":0.0741331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04188473363327339,"score_gpt":0.2446525134508295,"score_spread":0.2027677798175561,"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."}}