{"id":"W4247956460","doi":"10.4018/978-1-4666-7363-2.ch068","title":"Pass, Fail, or Incomplete?","year":2015,"lang":"en","type":"book-chapter","venue":"STEM Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Experiential learning; Curriculum; Context (archaeology); Environmental education; Experiential education; Psychology; Pedagogy; Political science; Sociology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002629756,0.0002868534,0.0002266248,0.0000485358,0.0001164021,0.00003900281,0.000281362,0.0002212652,0.03434547],"category_scores_gemma":[0.00002645227,0.0002522682,0.00007719311,0.00004620639,0.0002383808,0.000182168,0.0001777502,0.0002335109,0.006304555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300958,"about_ca_system_score_gemma":0.0004302371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803094,"about_ca_topic_score_gemma":0.0001683861,"domain_scores_codex":[0.9984592,0.00003585792,0.000334314,0.0005257286,0.0004298187,0.0002151371],"domain_scores_gemma":[0.9988509,0.0000334078,0.0002100117,0.0006327975,0.00002325323,0.0002496571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005594233,0.0003445032,0.00645677,0.0001209916,0.00003044192,0.000003491099,0.002496766,0.000046949,0.00003160427,0.02212818,0.7640589,0.2042254],"study_design_scores_gemma":[0.00008880223,0.00005765695,0.004324332,0.00003367555,0.00002515543,0.000009256218,0.001162715,0.000006345575,0.000006396706,0.0162686,0.977693,0.0003240791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005107729,0.0002732576,0.0000231336,0.00128129,0.001154201,0.000725376,0.00002043544,0.00006615517,0.9913484],"genre_scores_gemma":[0.06527649,0.00004908275,0.0002466771,0.0004390264,0.0002136976,0.00004452626,0.0001425144,0.00004859623,0.9335394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.213634,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553078350435028,"score_gpt":0.2773995246693308,"score_spread":0.2418687411649805,"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."}}