{"id":"W2329649731","doi":"10.14288/1.0105503","title":"British Columbia slime-moulds","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slime mold; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786644,0.0007136838,0.0003641904,0.001710675,0.002087952,0.001026301,0.0008409888,0.0005236823,0.05094633],"category_scores_gemma":[0.000415329,0.0002567392,0.0003059451,0.001514737,0.0003590326,0.0002515141,0.0006067285,0.0008704931,0.01055867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007597121,"about_ca_system_score_gemma":0.007738825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8003563,"about_ca_topic_score_gemma":0.9226334,"domain_scores_codex":[0.9996101,0.00002188693,0.00001535793,0.00006979387,0.0001737927,0.0001090877],"domain_scores_gemma":[0.9995847,0.0000242325,0.00001914338,0.00002768581,0.0002375634,0.0001065586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002023327,0.0004169365,0.008811994,0.001411016,0.00005360498,0.001228912,0.0005393993,0.0006857166,0.1374851,0.009898954,0.4078019,0.4296431],"study_design_scores_gemma":[0.0001044564,0.0002677916,0.03457525,0.0002746395,0.00005107466,0.0002272232,0.0003371188,0.000389895,0.02700498,0.0005604334,0.9361596,0.00004753844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1618648,0.02695623,0.002640331,0.006485667,0.001408447,0.0007423132,0.039484,0.001711091,0.7587071],"genre_scores_gemma":[0.1814038,0.007714908,0.003200184,0.0007568881,0.00004099193,0.0001363032,0.01242417,0.00008837133,0.7942343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1996437,"threshold_uncertainty_score":0.4016388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327261630849903,"score_gpt":0.1686784979142956,"score_spread":0.1554058816057966,"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."}}