{"id":"W4387466545","doi":"10.1007/978-3-031-38700-5_7","title":"Construction of the Probability Measures","year":2023,"lang":"en","type":"book-chapter","venue":"Understanding complex systems","topic":"Mathematical Control Systems and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Environmental science; Statistics; Mathematics; Econometrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009429626,0.0002839554,0.0007996032,0.0001728314,0.0002316375,0.0001974434,0.001003906,0.0001978138,0.00002006968],"category_scores_gemma":[0.00007834074,0.0001864557,0.0004300409,0.0001814391,0.0002372182,0.00008162436,0.0002698031,0.0002186243,0.00003145125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003841764,"about_ca_system_score_gemma":0.0000962522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007399174,"about_ca_topic_score_gemma":0.00008375438,"domain_scores_codex":[0.9974266,0.0001261813,0.0008491352,0.0004593212,0.000912823,0.0002259732],"domain_scores_gemma":[0.9975564,0.0002467243,0.0007907521,0.001167485,0.0001663936,0.00007222973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001267758,0.000004653255,0.00001765373,0.0004437057,0.0001685297,0.000001270904,0.00009387196,0.00007440206,0.00004301394,0.998156,0.0009228868,0.00007273352],"study_design_scores_gemma":[0.000209055,0.00003032987,0.00001025339,0.001141637,0.000105051,0.00002926385,0.0001401675,0.04056514,0.000004664584,0.9481538,0.009286201,0.0003244314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000003509352,0.0001463982,0.6754978,0.0002459387,0.001123204,0.0007444061,0.00002477949,0.0002057032,0.3220083],"genre_scores_gemma":[0.6373907,0.00003113847,0.004566108,0.00004113047,0.0005669498,0.00005835147,0.00001095738,0.0001329084,0.3572018],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6709317,"threshold_uncertainty_score":0.7603443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997257495620334,"score_gpt":0.2503394563080106,"score_spread":0.0506137067459772,"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."}}