{"id":"W7033839668","doi":"","title":"Scarce Common Flow Resources: Who Benefit? Who Does Society Want to Benefit?","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Scarcity; Legislature; Politics; Population; Jurisdiction; Contingency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003716535,0.0002976314,0.0004084574,0.001121244,0.004863954,0.007214688,0.0007775975,0.003380787,0.008185269],"category_scores_gemma":[0.004089109,0.0001344207,0.0002121599,0.001369629,0.01501968,0.01149778,0.004795881,0.002038685,0.0006655022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004614719,"about_ca_system_score_gemma":0.006793789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00907002,"about_ca_topic_score_gemma":0.01725646,"domain_scores_codex":[0.9975,0.001228541,0.00005713113,0.00020048,0.0004277951,0.0005860479],"domain_scores_gemma":[0.9978315,0.0009976558,0.0002429048,0.0001062103,0.000351674,0.0004701444],"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":[0.00001369166,0.00003713011,0.005692789,0.0001244461,0.00001205124,0.0001743515,0.01636923,0.0001472452,0.00009082154,0.8717289,0.07132615,0.03428316],"study_design_scores_gemma":[0.00001354211,0.000043493,0.006690445,0.0007285493,0.00002972081,0.0003325792,0.09805291,0.0005212761,0.0001978724,0.5393336,0.3540238,0.00003222421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06293202,0.009638614,0.004724781,0.4992,0.0009428404,0.00005292067,0.0001879948,0.00002153828,0.4222993],"genre_scores_gemma":[0.9144843,0.00792423,0.001646904,0.04223715,0.0007246003,0.00008484497,0.00008602654,0.00002261196,0.03278945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00907002,"threshold_uncertainty_score":0.03348231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006459992821276174,"score_gpt":0.1605175209958954,"score_spread":0.1540575281746192,"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."}}