{"id":"W2955722851","doi":"","title":"Through a Hole in the Wall","year":2012,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials science","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":[0.002713058,0.00004603968,0.00009127233,0.000008826346,0.0001467186,0.00002761973,0.0002393132,0.00002706582,0.0005444477],"category_scores_gemma":[0.0005027499,0.00002966385,0.00003988677,0.000303359,0.00006553529,0.0004798963,0.000007926475,0.0001168737,0.0005864705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001942409,"about_ca_system_score_gemma":0.00009182772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310011,"about_ca_topic_score_gemma":0.0007069046,"domain_scores_codex":[0.9987425,0.0006305708,0.0001141383,0.00006461631,0.0002294616,0.0002187012],"domain_scores_gemma":[0.9992888,0.000481421,0.00006036329,0.000122591,0.00001893769,0.00002789727],"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":[0.000002427354,0.0004054771,0.01985139,0.001029622,0.00001526906,0.000002459255,0.3124471,1.646613e-7,0.000001966294,0.4826691,0.1364596,0.0471154],"study_design_scores_gemma":[0.00001646011,0.000002559624,0.002262648,0.0002399968,0.00001565055,0.000001047501,0.003850074,4.009776e-8,3.735962e-7,0.000478855,0.9930871,0.00004519273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002080353,0.4528729,0.000003814652,0.2201609,0.0002541348,0.0003787357,0.000001057338,0.0000196825,0.3242285],"genre_scores_gemma":[0.5291649,0.3940012,0.0003506366,0.07396999,0.0008112658,0.0001043883,0.000008256779,0.000008755623,0.00158061],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8566275,"threshold_uncertainty_score":0.7538087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618678470152057,"score_gpt":0.4370315240920052,"score_spread":0.2751636770767995,"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."}}