{"id":"W1991281768","doi":"10.5539/ies.v4n4p28","title":"Concept of Supervision and Supervisory Practices at Primary Level in Pakistan","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Stratified sampling; Psychology; Delegate; Medical education; Population; Attendance; Pedagogy; Medicine; Political science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266567,0.0001748713,0.0001877342,0.000810741,0.002455192,0.001726452,0.0004213525,0.0004555165,0.00115812],"category_scores_gemma":[0.002878014,0.0001718561,0.00012182,0.0008055058,0.003044539,0.0009159716,0.0008559875,0.0006228838,0.00006886774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836391,"about_ca_system_score_gemma":0.006163737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105786,"about_ca_topic_score_gemma":0.007850817,"domain_scores_codex":[0.9984383,0.0005739497,0.0001164604,0.0001223703,0.0004962433,0.000252799],"domain_scores_gemma":[0.9965056,0.0008716462,0.001186649,0.00007086738,0.0006498945,0.0007153819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001590854,0.0005910414,0.5867494,0.0006761386,0.00002883448,0.002925364,0.3058494,0.0005593733,0.001898336,0.008257243,0.002899726,0.08940602],"study_design_scores_gemma":[0.00003046753,0.0009537472,0.630066,0.000625704,0.00002094914,0.00398702,0.3440498,0.0007517221,0.0004068114,0.003221129,0.01583299,0.00005353566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918746,0.001159529,0.0003611535,0.0008743192,0.00003952197,0.00006006855,0.00002843356,0.000004160178,0.005598252],"genre_scores_gemma":[0.9991799,0.0003652168,0.0001892345,0.00005113975,0.000007008461,0.00001090232,0.000007901595,3.301043e-7,0.0001883194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105786,"threshold_uncertainty_score":0.02198696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4025233129252593,"score_gpt":0.5251218244870967,"score_spread":0.1225985115618373,"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."}}