{"id":"W6954980964","doi":"10.58005/conc.v12i4.17609","title":"Québec","year":2022,"lang":"fr","type":"article","venue":"Concilium","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Telmatology; Metamorphic petrology; Qualitative analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001115673,0.0001985823,0.0002303696,0.00007266219,0.0005233519,0.00003777605,0.001250026,0.00005072925,0.06902634],"category_scores_gemma":[0.000310541,0.0002746577,0.00008982696,0.0005422671,0.0003534502,0.000204263,0.002428451,0.0006108047,0.05344561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254052,"about_ca_system_score_gemma":0.003639372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08857616,"about_ca_topic_score_gemma":0.03294408,"domain_scores_codex":[0.997364,0.0005548819,0.0002815244,0.0005802795,0.0006287453,0.0005905972],"domain_scores_gemma":[0.9978164,0.0001703574,0.0001191867,0.001606677,0.00009296939,0.0001943463],"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":[0.00006007496,0.0002362883,0.004791955,0.00004072259,0.00008768147,0.0002750083,0.00221378,0.00050037,0.002154254,0.004539627,0.967088,0.01801222],"study_design_scores_gemma":[0.0006242429,0.0001321098,0.00133856,0.000006761436,0.00009700426,0.0001447993,0.001143548,0.006345322,0.0001188815,0.0001110262,0.9896374,0.0003002886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2236456,0.4480248,0.00008139158,0.07912323,0.02607414,0.0009431273,0.009884828,0.0007901014,0.2114328],"genre_scores_gemma":[0.6200951,0.00001757481,0.0001059657,0.001291849,0.0006845568,0.00005845025,0.0001344235,0.00013754,0.3774745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4480073,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060063049778785,"score_gpt":0.234955741772193,"score_spread":0.2143551112744052,"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."}}