{"id":"W3176555393","doi":"10.1111/theo.12301","title":"Show, Don't Tell","year":2021,"lang":"en","type":"article","venue":"Theoria","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation","funders":"","keywords":"Craft; Meaning (existential); Memorization; Context (archaeology); Power (physics); Aesthetics; Epistemology; Maxim; Literature; Linguistics; Psychology; Sociology; Philosophy; Visual arts; History; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465021,0.0005423279,0.0003922521,0.0005058038,0.003727431,0.004230581,0.0007333537,0.002075001,0.2348523],"category_scores_gemma":[0.01325014,0.0002996195,0.0003782461,0.000337598,0.002096899,0.004915868,0.002529586,0.004071918,0.1015942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387495,"about_ca_system_score_gemma":0.001194353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612486,"about_ca_topic_score_gemma":0.003116807,"domain_scores_codex":[0.9985052,0.0006206926,0.00006495389,0.0001265012,0.0004403708,0.0002421394],"domain_scores_gemma":[0.9945633,0.001739164,0.0004004842,0.0006191532,0.001382366,0.00129548],"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":[0.00009705046,0.0000596332,0.000377765,0.000119731,0.000008515005,0.0002223839,0.002391428,0.00005615029,0.0005613013,0.02116583,0.9455473,0.029393],"study_design_scores_gemma":[0.00001936919,0.0000451457,0.0004007158,0.0001244372,0.000009517783,0.0003986419,0.00231309,0.0001265136,0.0006456018,0.005565428,0.9903337,0.00001787085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009628061,0.00181863,0.006576346,0.1012827,0.01785905,0.0001960808,0.001259603,0.002134437,0.859245],"genre_scores_gemma":[0.1363885,0.00160995,0.003002475,0.04900746,0.002793388,0.000241244,0.0005116256,0.001725787,0.8047195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2348523,"threshold_uncertainty_score":0.7856594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776232593775841,"score_gpt":0.340778201237616,"score_spread":0.3130158752998576,"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."}}