{"id":"W6925492698","doi":"10.17605/osf.io/wp3xq","title":"GSLsz apatite and titanite geochronology","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[0.0006165222,0.0005449241,0.0003643079,0.003546007,0.0006773511,0.001205916,0.000566614,0.0005402546,0.008439296],"category_scores_gemma":[0.000728176,0.0002815247,0.0006127771,0.002799078,0.0004166108,0.0006391272,0.0009853533,0.0004909037,0.004991689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254542,"about_ca_system_score_gemma":0.0008474867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03237931,"about_ca_topic_score_gemma":0.03826068,"domain_scores_codex":[0.999356,0.00005795826,0.00004921082,0.0001532653,0.0003102372,0.00007335252],"domain_scores_gemma":[0.9996545,0.00002274842,0.00004370841,0.000080152,0.0001803779,0.00001845193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002651363,0.0001548621,0.1989478,0.001136226,0.0007450517,0.0006114655,0.004747742,0.005157949,0.346134,0.02553694,0.08721216,0.3269645],"study_design_scores_gemma":[0.00007586117,0.0001244896,0.4756458,0.00005902358,0.000263008,0.0003536042,0.001226463,0.003075886,0.161432,0.005497958,0.3521711,0.00007480901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6907811,0.001627516,0.02690449,0.001249255,0.0004968247,0.0001832435,0.1433129,0.00694959,0.1284952],"genre_scores_gemma":[0.8911965,0.0006133201,0.01422156,0.0002156281,0.00007338755,0.0001775245,0.05022088,0.0009859185,0.04229528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237931,"threshold_uncertainty_score":0.06438166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400067222024386,"score_gpt":0.2424222284052246,"score_spread":0.2284215561849807,"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."}}