{"id":"W2039947719","doi":"10.4000/rga.464","title":"Knowledge Transfer Services","year":2008,"lang":"en","type":"article","venue":"Revue de géographie alpine","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.006605468,0.0001780159,0.0003636595,0.05092811,0.0003717161,0.0004748242,0.002244099,0.0001466812,0.0005219962],"category_scores_gemma":[0.001603743,0.000135147,0.0003418378,0.2266772,0.0004737085,0.0004341425,0.000231644,0.0002732806,0.0008543844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003779545,"about_ca_system_score_gemma":0.0001008503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000813044,"about_ca_topic_score_gemma":0.0001396016,"domain_scores_codex":[0.9950507,0.0001791984,0.0006112924,0.000694429,0.002731748,0.0007326052],"domain_scores_gemma":[0.995735,0.001275686,0.00006686019,0.0008766349,0.001478493,0.0005673539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006741515,0.000887195,0.6683111,0.00009803646,0.0000931088,0.0003567709,0.001791659,0.00005205779,0.007384471,0.01136668,0.03179538,0.2777961],"study_design_scores_gemma":[0.0006801654,0.0001656423,0.6063445,0.00002559523,0.00001103983,0.0002212636,0.0001196853,0.001758085,0.001056022,0.00573899,0.3835607,0.0003182457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694251,0.004269161,0.003027343,0.001495189,0.0003935513,0.0001990632,0.00001870616,0.00007272126,0.02109912],"genre_scores_gemma":[0.9891031,0.003745185,0.0007520438,0.0002053792,0.0002783945,0.00001665687,0.000006209079,0.00001808325,0.005874881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517654,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4168097506464248,"score_gpt":0.494179818735442,"score_spread":0.0773700680890172,"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."}}