{"id":"W4404869620","doi":"10.53765/mm2024.253","title":"Essay Review: The Minimality-Opacity Paradox","year":2024,"lang":"en","type":"article","venue":"Mind and Matter","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Opacity; Philosophy; Epistemology; Cognitive science; Psychology; Physics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002527294,0.00008511247,0.00011608,0.00001542351,0.00007021178,0.00003919594,0.00006641825,0.00002896944,0.002256767],"category_scores_gemma":[0.000004289668,0.00004688807,0.00004803275,0.00005946827,0.00007520366,0.00002244035,0.00003701897,0.0001011672,0.002115808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003925036,"about_ca_system_score_gemma":0.000004650758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002128102,"about_ca_topic_score_gemma":0.000007401217,"domain_scores_codex":[0.9994352,0.00004759461,0.000118207,0.0001974665,0.0000572555,0.0001442688],"domain_scores_gemma":[0.9996891,0.00007870852,0.00001415931,0.0001830864,0.00000922519,0.00002573899],"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":[0.000003566168,0.00001729039,0.001811452,0.0001647753,0.00005333501,0.00001309877,0.00164279,3.949219e-9,0.00001577829,0.001226276,0.9764693,0.01858238],"study_design_scores_gemma":[0.00005851145,0.00001002419,0.01570785,0.0001691579,0.00003733132,0.00002715079,0.000158398,0.000001645491,0.000007506617,0.0008777584,0.98287,0.00007463046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1740758,0.3020898,0.00009084761,0.1506739,0.001871324,0.0003173624,0.00004807195,0.00003898588,0.3707939],"genre_scores_gemma":[0.9030246,0.002713443,0.00003741788,0.03303597,0.0004254787,0.00009776539,0.000005829526,0.00001935543,0.06064012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7289488,"threshold_uncertainty_score":0.9986612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686521799316146,"score_gpt":0.3461190136619968,"score_spread":0.3192537956688354,"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."}}