{"id":"W7069572439","doi":"","title":"Quebec model","year":2020,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Field (mathematics); Perspective (graphical); Agency (philosophy)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000404565,0.0008007807,0.0004091162,0.001390804,0.001711285,0.00269949,0.001638964,0.0007163426,0.3223087],"category_scores_gemma":[0.001899701,0.0003399639,0.0007137138,0.00238271,0.0003103074,0.001598652,0.0006957206,0.001059384,0.06837811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009367348,"about_ca_system_score_gemma":0.01030174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9006073,"about_ca_topic_score_gemma":0.9269252,"domain_scores_codex":[0.9995162,0.00005658048,0.00001329211,0.0001271741,0.0001746299,0.0001119261],"domain_scores_gemma":[0.9990126,0.00007993936,0.00002376311,0.0001186216,0.0007110431,0.00005389607],"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":[0.0002162488,0.00006041068,0.003511011,0.000148998,0.00004461674,0.00007809548,0.0001536112,0.008764102,0.0002958137,0.03959223,0.8859099,0.06122502],"study_design_scores_gemma":[0.00006323784,0.00001266796,0.002326882,0.00007972724,0.00002194832,0.0000266376,0.0001989915,0.01033283,0.0003426399,0.004134409,0.9824285,0.00003158271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006658957,0.0004220988,0.010748,0.001114952,0.0003486363,0.0003110396,0.2395423,0.005612615,0.7352415],"genre_scores_gemma":[0.09828525,0.0007766021,0.01732739,0.001065793,0.00005683427,0.0005237764,0.2283808,0.003176615,0.650407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3223087,"threshold_uncertainty_score":0.9666445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070017862534782,"score_gpt":0.1874491595055695,"score_spread":0.1667489808802217,"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."}}