{"id":"W2016753551","doi":"10.4006/1.3025433","title":"Speculations on a Cooperative Phenomena‐Type Local Realistic Theory","year":2000,"lang":"en","type":"article","venue":"Physics Essays","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; Type (biology); Theoretical physics; Statistical physics; Classical mechanics; Mathematical economics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006672124,0.0001158823,0.0001126217,0.0000247732,0.00007894327,0.00003147047,0.0001036637,0.00002987938,0.001083189],"category_scores_gemma":[0.00001059385,0.0001072783,0.000032769,0.0002347745,0.00006095494,0.00006226855,0.00001105219,0.0001682855,0.0009669026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006430667,"about_ca_system_score_gemma":0.0000177582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009431828,"about_ca_topic_score_gemma":0.000002009853,"domain_scores_codex":[0.9993606,0.00003769844,0.00008884929,0.0001331808,0.0001525653,0.000227168],"domain_scores_gemma":[0.9995536,0.0001155404,0.000005615335,0.0002143414,0.00004174534,0.00006912155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003633211,0.00006665778,0.00003712511,0.00001889716,0.00006075656,0.000009895723,0.0004950297,0.3906426,0.0009065458,0.534299,0.001622876,0.07180429],"study_design_scores_gemma":[0.001464281,0.0004102821,0.001413053,0.0001286488,0.00007264825,0.000006578052,0.0002926339,0.5644623,0.008920561,0.4070488,0.01472906,0.001051159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03994968,0.0001132959,0.004999052,0.00004149707,0.0001200751,0.0001903002,0.00003727657,0.000256913,0.9542919],"genre_scores_gemma":[0.9977741,0.00005101958,0.00005384403,0.00005800585,0.0002998097,0.00001712027,0.00004200693,0.00003139066,0.001672692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9578244,"threshold_uncertainty_score":0.9998299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938722743108737,"score_gpt":0.2564222972203717,"score_spread":0.2370350697892844,"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."}}