{"id":"W4393766196","doi":"10.5281/zenodo.5247483","title":"#MarchForScience crawl; April 26-30, 2017","year":2017,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Geography; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.01280226,0.0003635326,0.0004571682,0.001114594,0.00984781,0.01593795,0.01782904,0.0001748076,0.03925413],"category_scores_gemma":[0.02145101,0.0003185927,0.0001767169,0.001064385,0.0009487846,0.0007506939,0.01574559,0.0006913423,0.2320881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807106,"about_ca_system_score_gemma":0.00002424468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009237,"about_ca_topic_score_gemma":0.00000339497,"domain_scores_codex":[0.9917819,0.0008109239,0.0008420594,0.00215828,0.003562174,0.000844596],"domain_scores_gemma":[0.9903043,0.0002404687,0.0008822881,0.006643159,0.001469414,0.0004603928],"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":[0.00001471667,0.0000879453,3.425006e-7,0.00002869208,0.00001938989,0.00004534065,0.00008633607,0.00003314838,0.00001225521,0.0001341322,0.908893,0.09064471],"study_design_scores_gemma":[0.0002613206,0.0001152891,0.0001419547,0.00007173201,0.00002276849,0.00004919058,0.0001308764,0.0004349637,0.000005481592,0.0008608524,0.9975411,0.0003644309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006134822,0.0001334953,0.002936305,0.0009941028,0.002148879,0.0006279037,0.9404716,0.0006885463,0.05193781],"genre_scores_gemma":[0.0006948934,0.0002156457,0.0001992734,0.0002638434,0.0005688021,6.700325e-8,0.9869007,0.0007727731,0.01038403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.192834,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971811809286762,"score_gpt":0.3834542269251677,"score_spread":0.1862730459964915,"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."}}