{"id":"W6962528210","doi":"10.17605/osf.io/q7au9","title":"ManyBabies 1: Project Admin","year":2017,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Action (physics); Component (thermodynamics); Focus (optics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008701783,0.0005684042,0.0006009163,0.002091204,0.00359483,0.002952231,0.001516463,0.001279368,0.5179005],"category_scores_gemma":[0.01489586,0.0006366118,0.0002630466,0.001660018,0.0009947219,0.002036803,0.005116078,0.002053955,0.1877349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003740655,"about_ca_system_score_gemma":0.01278342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009876703,"about_ca_topic_score_gemma":0.01947661,"domain_scores_codex":[0.9968683,0.001071924,0.0001175203,0.0003305239,0.001132976,0.0004787349],"domain_scores_gemma":[0.9886017,0.001830106,0.000371961,0.001864239,0.004160424,0.003171492],"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":[0.0005426386,0.00024901,0.001153212,0.0003749874,0.000006453848,0.00006564738,0.00232444,0.0002535557,0.002800612,0.017386,0.8826874,0.092156],"study_design_scores_gemma":[0.00004515821,0.00006275326,0.001463681,0.00004886335,0.000002487551,0.00001901528,0.0008951141,0.0001204485,0.0009107718,0.001550451,0.9948741,0.000007152326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02794978,0.0007100113,0.05573906,0.0149679,0.00407533,0.02043761,0.1749892,0.01332027,0.6878108],"genre_scores_gemma":[0.05812301,0.0002823017,0.02835951,0.0008945092,0.0004259855,0.02019518,0.03957611,0.006475168,0.8456681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5179005,"threshold_uncertainty_score":0.6876564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103216687813896,"score_gpt":0.42690566055658,"score_spread":0.3658734936784411,"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."}}