{"id":"W4411657520","doi":"10.51847/uvvcr9a","title":"10.51847/uvVcr9a","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Procurement; Law; Political science; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001528057,0.00005420153,0.00007412904,0.0000252265,0.0001949776,0.0000559033,0.000180832,0.00004311405,0.9964955],"category_scores_gemma":[0.00004063685,0.00004980846,0.00003133954,0.0001819596,0.00006093469,0.00009463456,0.0000124407,0.00004205303,0.9926691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000023109,"about_ca_system_score_gemma":0.00004217544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669498,"about_ca_topic_score_gemma":0.00001551307,"domain_scores_codex":[0.9993734,0.00005625604,0.00006902005,0.00009932357,0.0001654327,0.0002365916],"domain_scores_gemma":[0.999685,0.00003610015,0.000009297877,0.0001007561,0.00002024775,0.000148585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001192729,0.00001579612,4.898099e-7,8.994688e-7,0.000003991296,0.000001915887,0.001799133,0.000003711893,0.000008119795,0.0001445062,0.1265189,0.8714906],"study_design_scores_gemma":[0.00004491235,0.0000282242,0.00002340874,0.000003603659,0.000003451552,2.406952e-7,0.000008211415,0.000002484088,0.00001061652,0.00002931936,0.9997674,0.00007811567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001924356,0.000036212,2.674432e-8,0.003816836,0.000003248327,0.00007861163,0.00000487544,0.0001108263,0.994025],"genre_scores_gemma":[0.002442191,8.966888e-7,0.00002650058,0.0002507943,0.0005238769,0.000005337969,0.000001620339,0.000006015134,0.9967428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8732485,"threshold_uncertainty_score":0.5547208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438574588109657,"score_gpt":0.2633403874548725,"score_spread":0.2489546415737759,"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."}}