{"id":"W4411618494","doi":"10.51847/2k9lxrnlmd","title":"10.51847/2k9lXRnlMD","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge sharing; Business; Knowledge management; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002855534,0.00005892727,0.00007493192,0.00004871991,0.0002596315,0.00008507782,0.0002426683,0.00003264677,0.9961838],"category_scores_gemma":[0.00003989434,0.00006174662,0.00003516702,0.000242347,0.00003827098,0.0001097851,0.00003595197,0.00004015622,0.9900318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322393,"about_ca_system_score_gemma":0.00001770371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623597,"about_ca_topic_score_gemma":0.0000112954,"domain_scores_codex":[0.9993269,0.00004151255,0.00008079944,0.0001367064,0.0001704008,0.0002436071],"domain_scores_gemma":[0.9997145,0.00002539074,0.00001059922,0.0001216866,0.00002312269,0.0001047209],"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":[0.000007668749,0.00001538594,0.000002071297,0.000001431809,0.000005309392,0.000001941345,0.0004465656,0.000005290693,0.000002339468,0.0001309502,0.05101391,0.9483671],"study_design_scores_gemma":[0.00006347919,0.00001612347,0.00007024706,0.00000581418,0.000006048706,5.407541e-8,0.00001791265,0.00005067258,0.000001568118,0.00001346237,0.9996639,0.00009073082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001175396,0.00002964804,5.786464e-7,0.0005293104,0.000005199568,0.000129391,8.091328e-7,0.0001446595,0.997985],"genre_scores_gemma":[0.001934841,6.789237e-7,0.00003443713,0.0000533473,0.0002686049,0.000007966575,0.0000019611,0.000007678022,0.9976905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.94865,"threshold_uncertainty_score":0.2517954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353411125635891,"score_gpt":0.2299939317238708,"score_spread":0.2164598204675119,"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."}}