{"id":"W6923260421","doi":"10.1371/journal.pone.0290230.t001","title":"Characteristics of the analytic sample of teachers in British Columbia, Canada (&lt;i&gt;N&lt;/i&gt; = 1,276).","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Statistical analysis; Large sample; Data collection","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":[0.0008868914,0.001193918,0.001493988,0.003847093,0.002993972,0.002344523,0.003303981,0.00123821,0.1399882],"category_scores_gemma":[0.01089338,0.000712717,0.0008154436,0.0149045,0.0005496308,0.0008971341,0.001196471,0.001824328,0.05477586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01454672,"about_ca_system_score_gemma":0.04179789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649178,"about_ca_topic_score_gemma":0.9802309,"domain_scores_codex":[0.9990661,0.00006192098,0.00008489982,0.0002279994,0.0002822057,0.0002768939],"domain_scores_gemma":[0.991003,0.001250465,0.0004723977,0.0006672586,0.005594616,0.001012131],"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":[0.0000248154,0.000006541178,0.001641775,0.0002003075,0.000009909538,0.000006722711,0.00003042677,0.00007202521,0.00001112021,0.0001531,0.9964054,0.00143787],"study_design_scores_gemma":[0.0002879462,0.00001037575,0.0527612,0.001497682,0.0001229535,0.00003584865,0.0008247358,0.0002669469,0.0001797868,0.0007411679,0.9432218,0.00004964578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001862581,0.00007309731,0.00002005491,0.00008995051,0.00001326708,0.00001228893,0.9984171,0.00003506408,0.001152914],"genre_scores_gemma":[0.003196252,0.0002574005,0.0002275604,0.0001571774,0.00001500444,0.0002804869,0.9867657,0.00008722338,0.009013169],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1399882,"threshold_uncertainty_score":0.468307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733817541382461,"score_gpt":0.2193832155121853,"score_spread":0.2020450400983607,"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."}}