{"id":"W6995531377","doi":"","title":"“Open science? Activism!” Working together to share modelling resources","year":2023,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Work (physics); Process (computing); Set (abstract data type); Context (archaeology); Production (economics)","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01044682,0.0007166687,0.0004039026,0.001711834,0.007810533,0.01138669,0.001808769,0.005726482,0.2517531],"category_scores_gemma":[0.01458687,0.0006136216,0.0006396546,0.002381619,0.003694608,0.007194046,0.01728008,0.004877266,0.05458057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073255,"about_ca_system_score_gemma":0.02781861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07139367,"about_ca_topic_score_gemma":0.1409599,"domain_scores_codex":[0.9946471,0.001865446,0.0001294508,0.0003715347,0.001612061,0.001374393],"domain_scores_gemma":[0.9815376,0.004739562,0.0005334798,0.002933296,0.00415803,0.006098123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000935235,0.0001295296,0.001588217,0.0000918783,0.00001432757,0.000214586,0.002589118,0.0003629441,0.0007545723,0.1006342,0.8087274,0.08479971],"study_design_scores_gemma":[0.00001380606,0.000007484368,0.0008271135,0.00006917782,0.000003399697,0.00003224839,0.001907366,0.0003896001,0.0005590252,0.01118955,0.9849852,0.00001603377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004448498,0.000417251,0.007118032,0.06603467,0.001563216,0.0001299035,0.0008748,0.000965166,0.9184485],"genre_scores_gemma":[0.04241085,0.0004333539,0.003181049,0.01099626,0.0002760164,0.0001800822,0.001394338,0.0009110074,0.940217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9981912,"threshold_uncertainty_score":0.842198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07981152771049098,"score_gpt":0.2659809795503676,"score_spread":0.1861694518398767,"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."}}