{"id":"W2337665234","doi":"10.1101/049593","title":"Sanctions, partner recognition, and variation in mutualism","year":2016,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Genome British Columbia; Western Canada Research Grid; Compute Canada; Genome Canada; National Science Foundation","keywords":"Mutualism (biology); Coevolution; Population; Sanctions; Variation (astronomy); Symbiosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00151496,0.0002583973,0.0006411297,0.0003958883,0.0006362267,0.001800766,0.0006350726,0.0009064435,0.001927763],"category_scores_gemma":[0.007997091,0.0001957643,0.0003550786,0.0003425897,0.002051168,0.001256255,0.001317647,0.0007515219,0.0001222561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454819,"about_ca_system_score_gemma":0.0004888333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102398,"about_ca_topic_score_gemma":0.00145577,"domain_scores_codex":[0.9988438,0.0006975297,0.00003823651,0.0001530832,0.0001385871,0.0001286907],"domain_scores_gemma":[0.9955297,0.00246609,0.001083046,0.0003224488,0.0001973185,0.0004013674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004418426,0.0002373145,0.05736917,0.0002068545,0.0003362859,0.0005251501,0.0006175512,0.6685947,0.01591366,0.2382738,0.00175997,0.01572383],"study_design_scores_gemma":[0.00007231689,0.0002138771,0.03122048,0.00002640694,0.00008451605,0.0002517834,0.0003220325,0.7434004,0.001777235,0.2211402,0.001401321,0.00008938184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781455,0.0001800107,0.01558869,0.0006148745,0.00002094179,0.00001148304,0.00005199991,0.00004260098,0.005343875],"genre_scores_gemma":[0.9994067,0.00002331308,0.0004169966,0.00001646589,0.000002497421,0.00000272856,0.000006834948,0.00000206124,0.0001224546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002102398,"threshold_uncertainty_score":0.01055545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578322461734494,"score_gpt":0.2524205389231824,"score_spread":0.2266373143058375,"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."}}