{"id":"W7004865176","doi":"","title":"Parent, teacher and administrator perceptions of the benefits and costs to students participating in an integrated program / Sandra Idone --","year":2005,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lakehead University","keywords":"Perception; Program evaluation; Data collection; Program Design Language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008392724,0.0001762096,0.0002273044,0.00005321542,0.0002111574,0.00004991012,0.0003297557,0.0001761847,0.00004088568],"category_scores_gemma":[0.00002164984,0.00008801962,0.0000408109,0.0004970451,0.00006479668,0.00006299071,0.00009979538,0.000219027,0.0000018874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004877315,"about_ca_system_score_gemma":0.00003107274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184392,"about_ca_topic_score_gemma":0.7880351,"domain_scores_codex":[0.9991173,0.0001669725,0.0001733365,0.000259673,0.00009380892,0.0001888934],"domain_scores_gemma":[0.9995229,0.00007752723,0.00009095944,0.00007448535,0.00008967414,0.0001444569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006486294,0.0004593059,0.7918908,0.00001243487,0.00001319525,0.000001565532,0.0009233468,0.000001468879,0.001200675,0.00009263879,0.0000417039,0.205298],"study_design_scores_gemma":[0.0001723165,0.0002974535,0.981112,0.0002631871,0.00004789787,0.000001128799,0.002870722,0.00001128063,0.0001137421,0.00000128266,0.01493861,0.0001703831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967804,0.0002625418,9.979557e-8,0.00004107405,0.00005978077,0.0004754224,0.0002272205,0.0000211795,0.002132298],"genre_scores_gemma":[0.9989821,0.00001387961,0.00001446763,0.000001851393,0.00003540957,0.00001669632,0.0002920991,0.00000148477,0.0006419717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7879167,"threshold_uncertainty_score":0.3589336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05042104325504731,"score_gpt":0.2886537338146386,"score_spread":0.2382326905595913,"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."}}