{"id":"W7100331141","doi":"","title":"Wide Web IDENTIFIERS *AIR Forum","year":2016,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; CLARITY; Presentation (obstetrics); Workforce; Narrative; Qualitative research; Principal (computer security); Higher education; Promotion (chess)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001679544,0.0003346181,0.0004732028,0.003665537,0.002254688,0.002983083,0.0007639013,0.001222955,0.7073207],"category_scores_gemma":[0.007952841,0.0002029216,0.0001481998,0.005753818,0.0003865795,0.002740398,0.002920788,0.0007538494,0.3982621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800886,"about_ca_system_score_gemma":0.001347006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159533,"about_ca_topic_score_gemma":0.001575373,"domain_scores_codex":[0.9989811,0.0003971033,0.0001081638,0.0001103558,0.0002609152,0.0001424243],"domain_scores_gemma":[0.9937131,0.002877708,0.0004028201,0.0006741401,0.001592207,0.0007400898],"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":[0.00006596975,0.00006766841,0.001257491,0.0004786639,0.000001595664,0.0002084725,0.001305603,0.00002014072,0.0003972148,0.006561428,0.883312,0.1063238],"study_design_scores_gemma":[0.000005649249,0.000008475239,0.0009082942,0.0001171061,6.719961e-7,0.00005065357,0.0005594745,0.00002465352,0.0000677567,0.000459711,0.997794,0.000003476043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005643916,0.0005314075,0.002568375,0.002363152,0.002273326,0.0009779683,0.06581863,0.001196715,0.9186265],"genre_scores_gemma":[0.03104301,0.000934427,0.003069741,0.002028068,0.0006698671,0.002613627,0.03625914,0.0007968645,0.9225852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7073207,"threshold_uncertainty_score":0.4174714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000463386724077,"score_gpt":0.2338374144392802,"score_spread":0.2238327805720394,"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."}}