{"id":"W6950750935","doi":"10.5281/zenodo.8121091","title":"Hydrometer test","year":2023,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","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":[0.0007238801,0.001006912,0.0006666254,0.001125007,0.0005102139,0.0009696434,0.001242155,0.001326061,0.1045109],"category_scores_gemma":[0.002433759,0.0004638386,0.0006652225,0.0005470886,0.0006651182,0.0009248675,0.001500652,0.00102534,0.01904521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750346,"about_ca_system_score_gemma":0.001037196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012123,"about_ca_topic_score_gemma":0.004061867,"domain_scores_codex":[0.9992915,0.0000493928,0.00003270402,0.00007607458,0.000491081,0.00005913427],"domain_scores_gemma":[0.9992079,0.0001720689,0.00005319155,0.0001125315,0.0002857927,0.0001685141],"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":[0.002144666,0.0008597993,0.007010448,0.001163326,0.00005852121,0.002760163,0.0004747455,0.01261493,0.2828073,0.007908163,0.3460965,0.3361015],"study_design_scores_gemma":[0.0005450764,0.001724063,0.0250033,0.0004807499,0.0001157104,0.003981719,0.0002840829,0.04268032,0.2419262,0.004593807,0.6782969,0.0003680958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1279707,0.001837905,0.3968917,0.003449631,0.004824929,0.005684406,0.06342234,0.04367962,0.3522388],"genre_scores_gemma":[0.4215705,0.001855408,0.1507118,0.003024934,0.000524001,0.003612913,0.03512549,0.0118305,0.3717444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1045109,"threshold_uncertainty_score":0.3496239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247280304922601,"score_gpt":0.2382273411841623,"score_spread":0.2257545381349362,"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."}}