{"id":"W7112252642","doi":"","title":"MSI Working Paper","year":2012,"lang":"","type":"article","venue":"Lirias (KU Leuven)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenomenon; Elite; Quality (philosophy); Sample (material); Work (physics); Perception","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":["bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003388828,0.0008013303,0.0009372605,0.002947866,0.001734897,0.009748437,0.001728266,0.003739371,0.3117144],"category_scores_gemma":[0.0168556,0.0003399884,0.0007448884,0.004402493,0.0006196662,0.004657932,0.002478818,0.003208061,0.1825862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675541,"about_ca_system_score_gemma":0.007120346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496143,"about_ca_topic_score_gemma":0.002522242,"domain_scores_codex":[0.9973545,0.0004121617,0.0002261328,0.0005533604,0.001060193,0.000393633],"domain_scores_gemma":[0.9933259,0.001169717,0.0005218606,0.001059347,0.00284922,0.001073898],"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":[0.00008074837,0.00005033614,0.001047424,0.0002530953,0.00001911099,0.0001012006,0.0001361145,0.0001258458,0.0001422315,0.02631836,0.9052536,0.066472],"study_design_scores_gemma":[0.00002221367,0.00001421233,0.001290213,0.0002329579,0.000009619908,0.00005526876,0.0001213492,0.00006993292,0.0001375317,0.003318331,0.9947212,0.000007194912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005645372,0.01528308,0.002419489,0.08821068,0.03052326,0.000430423,0.04425605,0.001101536,0.8121302],"genre_scores_gemma":[0.0576851,0.01662338,0.003206859,0.01296215,0.01148363,0.0006874913,0.05249773,0.0009797564,0.8438739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9970521,"threshold_uncertainty_score":0.9817559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7282127685657008,"score_gpt":0.5810132421200462,"score_spread":0.1471995264456546,"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."}}