{"id":"W4377009004","doi":"10.26828/cannabis/2023/000148","title":"Accuracy differences in cannabis retailer information ascertained from webservices and government-maintained state registries across US states legalizing the sale of cannabis in 2019","year":2023,"lang":"en","type":"article","venue":"Cannabis","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse","keywords":"Cannabis; Government (linguistics); Business; Phone; Medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00121086,0.0004061668,0.0007797551,0.0002903873,0.0002119539,0.0002352724,0.000436323,0.000188626,0.0001037578],"category_scores_gemma":[0.0009859581,0.0003031088,0.0001264353,0.00162534,0.0005299896,0.0008277503,0.0003860796,0.0005881494,0.00001720283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105041,"about_ca_system_score_gemma":0.0005903234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1155829,"about_ca_topic_score_gemma":0.03890906,"domain_scores_codex":[0.9961037,0.0002113299,0.001058733,0.0004976071,0.00111957,0.001009063],"domain_scores_gemma":[0.9981897,0.00008186889,0.0004228289,0.0006980941,0.0003389934,0.0002684896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001761914,0.0001375144,0.6619114,0.0009510918,0.000176562,0.0001394796,0.03362341,0.0002963149,0.002126889,0.0001212522,0.2755004,0.02325376],"study_design_scores_gemma":[0.002652707,0.0002692719,0.842984,0.0003182816,0.00003230816,0.000009259788,0.01981787,0.003645853,0.002699039,0.0003432588,0.1268696,0.0003584956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389589,0.0009913717,0.00000844386,0.05751377,0.0001637736,0.001087522,0.001016461,0.00007280639,0.0001869794],"genre_scores_gemma":[0.9832104,0.001389232,0.00002065492,0.0007775655,0.00006640542,0.0003610892,0.0004044533,0.00004493796,0.01372528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1810726,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816394037931358,"score_gpt":0.2919659709802706,"score_spread":0.273802030600957,"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."}}