{"id":"W2804532730","doi":"10.15173/ijsap.v2i1.3372","title":"Resistances and resiliencies in student-faculty pedagogical partnership","year":2018,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Haverford College","keywords":"General partnership; Resistance (ecology); Context (archaeology); Psychology; Pedagogy; Medical education; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797547,0.00009768008,0.0001157542,0.0001358661,0.0006284196,0.0006270133,0.0006285119,0.0000516736,0.0003432269],"category_scores_gemma":[0.000549857,0.00008599889,0.00005517741,0.0001164624,0.0002745585,0.0004025858,0.00008261687,0.0001643041,0.00003766586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302902,"about_ca_system_score_gemma":0.0001740716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002442217,"about_ca_topic_score_gemma":0.002058247,"domain_scores_codex":[0.9978262,0.0001740899,0.0003095697,0.0002064227,0.001196304,0.0002874163],"domain_scores_gemma":[0.9990206,0.0001903523,0.0001519588,0.00006564008,0.0003962098,0.0001751992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004125401,0.0005310048,0.7143116,0.000004363304,0.0002169291,0.00004526268,0.1268149,0.00001337689,0.00003162209,0.1084664,0.0438015,0.005350514],"study_design_scores_gemma":[0.0007473072,0.0001096858,0.1657579,0.00003134202,0.00001142544,0.000006372582,0.06062923,0.000001638029,0.00001494494,0.002978651,0.7695991,0.0001123956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504698,0.0001151704,0.00003962058,0.008175619,0.002050349,0.000209743,0.000004442544,0.00001853118,0.03891676],"genre_scores_gemma":[0.9736069,0.0003881682,0.000259875,0.0005594378,0.00112608,0.00003246927,0.000004193806,0.00000729317,0.02401561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7257976,"threshold_uncertainty_score":0.6046304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2846363099562723,"score_gpt":0.6573775578788621,"score_spread":0.3727412479225898,"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."}}