{"id":"W4246539297","doi":"10.1145/2063576.2064049","title":"PIKM 2011","year":2011,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Computer science; Work (physics); Data science; Range (aeronautics); Information retrieval; World Wide Web","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":[0.005198344,0.0008607473,0.0008314569,0.002031284,0.002354588,0.008946893,0.0026125,0.003255622,0.2382841],"category_scores_gemma":[0.007884309,0.0006160983,0.0009527748,0.001713804,0.0006523905,0.004753172,0.004703894,0.003217204,0.2631817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003296252,"about_ca_system_score_gemma":0.006152881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005261516,"about_ca_topic_score_gemma":0.01290172,"domain_scores_codex":[0.9971834,0.0005199962,0.0001564367,0.0004524389,0.001256511,0.0004312375],"domain_scores_gemma":[0.9953985,0.0003520398,0.0001576425,0.0005809651,0.001845864,0.001665004],"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":[0.00007443924,0.00004977969,0.0001372163,0.0001168465,0.000005069684,0.00006859862,0.00005430988,0.0001495166,0.0005171199,0.004941789,0.9430253,0.05086002],"study_design_scores_gemma":[0.000006764561,0.00001129107,0.000276794,0.00006535857,0.000002504719,0.00004271772,0.00004306561,0.0001547798,0.0002547773,0.001015979,0.9981185,0.00000751715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00483674,0.01111075,0.03196641,0.05638431,0.04476448,0.0008391791,0.02598996,0.0136869,0.8104212],"genre_scores_gemma":[0.01127955,0.005521368,0.01435143,0.004713273,0.002768387,0.0004119916,0.03334602,0.002800085,0.9248079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7617159,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653525645361112,"score_gpt":0.2212887955132003,"score_spread":0.1559362309770891,"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."}}