{"id":"W7023854535","doi":"","title":"The physiographical basis of human geography in Quebec","year":2016,"lang":"en","type":"other","venue":"OpenBU (Boston University)","topic":"semigroups and automata theory","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Basis (linear algebra); Field (mathematics); Human geography; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001714201,0.0002026954,0.0002892947,0.001041014,0.0001268684,0.00006231312,0.002350147,0.0001777943,0.0003130047],"category_scores_gemma":[0.000004412858,0.0001455308,0.0002169756,0.0009528048,0.0003256444,0.0001970823,0.0005804513,0.000162364,0.00004715735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003719711,"about_ca_system_score_gemma":0.00005853604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165396,"about_ca_topic_score_gemma":0.0149246,"domain_scores_codex":[0.9987988,0.000155096,0.0001429447,0.0004035351,0.0002253508,0.0002742111],"domain_scores_gemma":[0.9986988,0.0001100845,0.0002149088,0.0008822372,0.00002726019,0.00006670988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002166738,0.0001592552,0.001576663,0.00004351737,0.0001638156,0.0001236723,0.0001603775,4.402414e-7,0.0007394784,0.8108968,0.1413575,0.04475673],"study_design_scores_gemma":[0.0005580102,0.00004810958,0.002273875,0.0003021672,0.00001747313,8.432e-7,0.00009377721,0.00001596828,0.000243298,0.001340712,0.9947934,0.0003123316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001288299,0.0002910365,0.001818806,0.000417654,0.0002710115,0.0003149039,0.00002661535,0.0001780975,0.9953936],"genre_scores_gemma":[0.01490151,0.0005899764,0.000478838,0.00007282045,0.000071227,0.000001453052,0.000007440504,0.00009825361,0.9837785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8534359,"threshold_uncertainty_score":0.9949275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005272788216648633,"score_gpt":0.2031801425573442,"score_spread":0.1979073543406956,"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."}}