{"id":"W6908171885","doi":"10.25446/oxford.25781829","title":"53907: Canadian Pioneers","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Natural (archaeology); Field (mathematics)","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":[0.001810705,0.001097174,0.0005071844,0.002619276,0.01201939,0.005480701,0.001601936,0.002711517,0.2291768],"category_scores_gemma":[0.002584712,0.0003952407,0.0005037059,0.002709026,0.002671246,0.002373843,0.003437859,0.003238747,0.04637331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02650852,"about_ca_system_score_gemma":0.05679036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8611578,"about_ca_topic_score_gemma":0.9630599,"domain_scores_codex":[0.9984614,0.00009440843,0.00002482841,0.0001700505,0.000658247,0.0005910665],"domain_scores_gemma":[0.9970413,0.00009805299,0.00003712151,0.00006658189,0.001085947,0.001670928],"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":[0.00002295195,0.000009427001,0.0002590443,0.00004917333,0.000002253006,0.0001305905,0.0004731342,0.00005648831,0.0001206878,0.02774479,0.9397368,0.03139479],"study_design_scores_gemma":[0.000001717592,0.000001997274,0.0002934904,0.00001939847,7.909084e-7,0.00002609276,0.0001722517,0.00001322647,0.00002923497,0.0005071901,0.9989311,0.000003496888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002547655,0.008812784,0.001394187,0.04729541,0.00966858,0.0001264042,0.003482224,0.000741123,0.9259315],"genre_scores_gemma":[0.009318382,0.002185187,0.0008931491,0.00312982,0.0004169758,0.00002795874,0.0006355696,0.0002318911,0.9831612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2291768,"threshold_uncertainty_score":0.766673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883509871402753,"score_gpt":0.3813612723901399,"score_spread":0.3125261736761124,"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."}}