{"id":"W4411324589","doi":"10.53762/3p1rp564","title":"10.53762/3p1rp564","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Academic Research Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005654861,0.001529591,0.0007847172,0.002070943,0.001856128,0.00476818,0.002012069,0.002623636,0.9775895],"category_scores_gemma":[0.001239582,0.000649402,0.0009857443,0.002549011,0.0009609817,0.002415132,0.004106289,0.001961132,0.9820687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244916,"about_ca_system_score_gemma":0.0007350158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279118,"about_ca_topic_score_gemma":0.002586256,"domain_scores_codex":[0.9994928,0.00003340858,0.00002478121,0.0001499242,0.0002305625,0.00006856433],"domain_scores_gemma":[0.998943,0.0001601524,0.00004339174,0.0002979802,0.0003092921,0.0002461894],"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":[0.0001059902,0.0001159326,0.0003323393,0.0002975149,0.00001176672,0.0002275666,0.00007711135,0.000183215,0.003132925,0.004877109,0.579117,0.4115214],"study_design_scores_gemma":[0.00001603521,0.00001608621,0.0003929219,0.0001028617,0.000003642243,0.0001999496,0.00005054688,0.0001620981,0.0006690536,0.0008793273,0.9974953,0.00001223436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002536339,0.0002287248,0.001229204,0.0003642917,0.0003617956,0.00007361639,0.001325549,0.002448391,0.9937149],"genre_scores_gemma":[0.001202182,0.0001651544,0.0005795404,0.0002311098,0.00006004129,0.0000438488,0.0007954338,0.0007147488,0.9962078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02241045,"threshold_uncertainty_score":0.03196579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505768907092531,"score_gpt":0.2727014772856079,"score_spread":0.2576437882146826,"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."}}