{"id":"W4402823949","doi":"10.1142/9789811291821_0008","title":"Montreal Experiments","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001285229,0.0002920415,0.0002319545,0.0003176836,0.0002031346,0.0004238114,0.0002424887,0.00005720165,0.001084688],"category_scores_gemma":[2.628362e-7,0.0002699407,0.0002138328,0.00003219603,0.0001814147,0.00002508781,0.0001321924,0.0002653508,0.00148957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005423071,"about_ca_system_score_gemma":0.00008984118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003149992,"about_ca_topic_score_gemma":0.0002452576,"domain_scores_codex":[0.99849,0.000003244888,0.0002799473,0.0006250383,0.0003554815,0.000246299],"domain_scores_gemma":[0.9992046,0.00001920459,0.000119887,0.0004811405,0.00006843623,0.0001067632],"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":[0.000002904149,0.0000101026,0.000003675469,0.00001039631,0.00008346843,0.00000295764,0.0002024706,0.000002949113,0.0001382873,0.9534024,0.03423592,0.01190446],"study_design_scores_gemma":[0.00009732142,0.000007671977,0.00000293502,0.0001665445,0.00007181134,2.980282e-7,0.00001659475,0.0005671934,0.0001230256,0.3183098,0.680356,0.0002808473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005660591,0.0001234242,0.0005018537,0.00002300598,0.003392727,0.0002635055,0.0001743052,0.00006690639,0.9953977],"genre_scores_gemma":[0.06536594,3.806923e-8,0.00008088268,0.00001362348,0.0008069637,0.00002799575,0.0002407568,0.00005595639,0.9334078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6461201,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593873890207001,"score_gpt":0.2444044791258036,"score_spread":0.2284657402237336,"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."}}