{"id":"W4210914398","doi":"10.1007/978-3-030-73323-0_2","title":"Partitives, Comparatives and Proportional Measurement","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Measure (data warehouse); Function (biology); Limit (mathematics); Generalization; Pure mathematics; Mathematical analysis; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002305879,0.000194838,0.0002380322,0.00007698047,0.0003297372,0.0001081829,0.00006350839,0.00003868994,0.05867716],"category_scores_gemma":[0.00004670603,0.0001749378,0.00005494498,0.000002170574,0.0002063352,0.00005738136,0.00006466637,0.0001556599,0.0001041174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009340022,"about_ca_system_score_gemma":0.00008192304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001785151,"about_ca_topic_score_gemma":0.001126214,"domain_scores_codex":[0.9987493,0.00001711724,0.0002961296,0.0002611112,0.0005678548,0.0001085196],"domain_scores_gemma":[0.999323,0.00003604416,0.0002011864,0.0001204977,0.0002781118,0.00004122634],"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":[0.000008448768,0.00001954695,0.00001214792,0.00002716277,0.0001153936,0.000004357649,0.006009049,7.492953e-7,0.000001221531,0.9917551,0.001798994,0.0002478284],"study_design_scores_gemma":[0.0001082184,0.00004690968,0.00007622461,0.00003452823,0.00006371423,0.000001815218,0.0006416937,0.00002270564,0.000003184678,0.3697858,0.6290221,0.000193065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002426497,0.0002553431,0.00007671992,0.003775095,0.0007774368,0.000283394,0.00008847321,0.00006706861,0.9946522],"genre_scores_gemma":[0.1632396,0.00005393477,0.0001757805,0.0001967121,0.001558677,0.00003556034,0.000188508,0.00004157307,0.8345096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6272231,"threshold_uncertainty_score":0.9421833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062079942782218,"score_gpt":0.24962419116998,"score_spread":0.1434161968917583,"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."}}