{"id":"W2564993389","doi":"","title":"MENGAWAL PERUBAHAN DI PERGURUAN TINGGI; PENGALAMAN LP2M UINSA DALAM PENGUATAN KEMITRAAN UNIVERSITAS DENGAN MASYARAKAT","year":2016,"lang":"id","type":"article","venue":"Digilib UIN Sunan Ampel Surabaya (UIN Sunan Ampel)","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Political science; Management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020308,0.0009740977,0.0006178348,0.001137618,0.001894291,0.005740411,0.0008745689,0.001118736,0.02435409],"category_scores_gemma":[0.0009675582,0.0005798764,0.0005291621,0.001504245,0.0008817679,0.003299645,0.002936502,0.001943631,0.009503009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328575,"about_ca_system_score_gemma":0.003517142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024265,"about_ca_topic_score_gemma":0.01756646,"domain_scores_codex":[0.9990369,0.0001465463,0.00004174912,0.0002566423,0.0003423008,0.0001758542],"domain_scores_gemma":[0.9994423,0.00008814395,0.00006362347,0.00006014392,0.0002437193,0.0001020599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001575906,0.0004853145,0.02172519,0.003393765,0.000228474,0.003142507,0.01405594,0.004066673,0.2281943,0.05949344,0.04267111,0.6209674],"study_design_scores_gemma":[0.0000397221,0.0003436373,0.01033967,0.0002898148,0.0001460416,0.0005249326,0.00637684,0.0020887,0.05991099,0.004620956,0.9152021,0.0001165665],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3412216,0.03516336,0.05983544,0.01213579,0.0015173,0.0006746284,0.00291499,0.003978469,0.5425584],"genre_scores_gemma":[0.603945,0.01454234,0.03417624,0.00149789,0.0002455418,0.0005919465,0.002475921,0.0007443595,0.3417808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02435409,"threshold_uncertainty_score":0.08147258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444233142516785,"score_gpt":0.2973741518032681,"score_spread":0.2729318203781003,"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."}}