{"id":"W1967129448","doi":"10.1177/0192636511399899","title":"Principals as Partners: Counselors as Collaborators","year":2010,"lang":"en","type":"article","venue":"NASSP Bulletin","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Principal (computer security); Perspective (graphical); Psychology; Perception; Pedagogy; Work (physics); Student achievement; Focus (optics); Academic achievement; Medical education; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008170847,0.0005135483,0.000418212,0.001557767,0.01272446,0.01386709,0.001461684,0.002911411,0.0113514],"category_scores_gemma":[0.0271908,0.0008195596,0.0003626158,0.001272428,0.005252134,0.009433429,0.01172565,0.003380782,0.002330011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314612,"about_ca_system_score_gemma":0.01441299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216026,"about_ca_topic_score_gemma":0.01375134,"domain_scores_codex":[0.9775868,0.01538614,0.0005448304,0.001514487,0.002800074,0.002167703],"domain_scores_gemma":[0.9798885,0.002931845,0.002619107,0.001183677,0.002257688,0.01111904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003464824,0.0008633344,0.09816261,0.0004720367,0.0001020311,0.006343246,0.4065804,0.0007116654,0.003232693,0.2095811,0.06211285,0.2114917],"study_design_scores_gemma":[0.0001733891,0.0005695558,0.01741605,0.0009335558,0.0001391411,0.004933081,0.3561869,0.001566424,0.001290683,0.05280017,0.5638367,0.0001544623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5703346,0.007503919,0.04950361,0.05012482,0.001928651,0.0007376603,0.0001670966,0.0008187342,0.3188809],"genre_scores_gemma":[0.9527428,0.001683443,0.006657185,0.001569074,0.0001762448,0.0001486657,0.00006616874,0.00008869906,0.03686777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386709,"threshold_uncertainty_score":0.04321206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490127197996647,"score_gpt":0.3715144557962085,"score_spread":0.356613183816242,"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."}}