{"id":"W1923800139","doi":"10.22329/celt.v3i0.3252","title":"22. High to Low Tide: The High School–University Transition","year":2010,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Context (archaeology); Higher education; Pedagogy; Transition (genetics); Mathematics education; Session (web analytics); Sociology; Psychology; Political science; Chemistry; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003549059,0.0001192911,0.000130801,0.0001666654,0.005162441,0.0002968802,0.0002461093,0.0001281495,0.0004271305],"category_scores_gemma":[0.005972101,0.0001062898,0.00003854073,0.0002772867,0.0001177612,0.0003448649,0.00003711141,0.001945536,0.00008599913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009521806,"about_ca_system_score_gemma":0.0001653563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008932433,"about_ca_topic_score_gemma":0.002589323,"domain_scores_codex":[0.9968905,0.001993631,0.0001232583,0.0002900024,0.0004424677,0.0002601267],"domain_scores_gemma":[0.9981652,0.001285291,0.0001203058,0.0001486217,0.00009508178,0.000185433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006778672,0.0005229486,0.01519497,0.00004900846,0.0002141198,0.00004392682,0.1622987,0.00931076,0.01271922,0.6419352,0.02532474,0.1317085],"study_design_scores_gemma":[0.002284113,0.0006099383,0.09788294,0.0002678444,0.0002108167,0.00001111476,0.03563373,0.003465764,0.0002072888,0.003881669,0.854535,0.001009777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224255,0.000007283729,0.0008867998,0.02380395,0.0003995523,0.0002394866,0.000002685316,0.0002721092,0.05196261],"genre_scores_gemma":[0.9847059,0.00001402774,0.001379824,0.0003768981,0.0002789654,0.000003592035,0.000007479996,0.00001429136,0.01321907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8292103,"threshold_uncertainty_score":0.9976672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957590037835278,"score_gpt":0.3192876583267444,"score_spread":0.2997117579483916,"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."}}