{"id":"W2063746742","doi":"10.1080/07060660409507110","title":"Culture collections in Canada: perspectives and problems","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agriculture and Agri-Food Canada","keywords":"Custodians; Government (linguistics); Diversity (politics); Library science; Public relations; Agriculture; Political science; Business; Environmental resource management; Geography; Computer science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0209738,0.00179878,0.001677563,0.01028308,0.03656365,0.02030823,0.01139466,0.009116694,0.01422765],"category_scores_gemma":[0.03194601,0.001442757,0.001666574,0.02541706,0.01638499,0.011724,0.007421917,0.01142414,0.001302963],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2580493,"about_ca_system_score_gemma":0.4955113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951755,"about_ca_topic_score_gemma":0.9957445,"domain_scores_codex":[0.95836,0.004791602,0.002840378,0.003186578,0.02089919,0.00992234],"domain_scores_gemma":[0.9044125,0.01186313,0.003618093,0.001597327,0.05842952,0.02007934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000172772,0.0002312949,0.02461398,0.003472399,0.00009876524,0.00297814,0.01119631,0.001233467,0.0004370691,0.09395886,0.6169147,0.2446922],"study_design_scores_gemma":[0.00003433842,0.00006122244,0.03749979,0.004383208,0.00007715821,0.001367548,0.045462,0.001096892,0.0002977852,0.009808959,0.8996174,0.0002936198],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01455878,0.1203676,0.001501072,0.7922233,0.00615592,0.000217426,0.00247839,0.0001931492,0.06230439],"genre_scores_gemma":[0.2784777,0.3666396,0.0183517,0.2599186,0.005369299,0.0004375013,0.004113756,0.0004623304,0.06622958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9796917,"threshold_uncertainty_score":0.8605576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006661259053571046,"score_gpt":0.1786055764843824,"score_spread":0.1719443174308113,"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."}}