{"id":"W2008026314","doi":"10.1177/0033688206067430","title":"‘The Teacher Is an Octopus’","year":2006,"lang":"en","type":"article","venue":"RELC Journal","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Typology; Psychology; Teacher education; Mathematics education; Pedagogy; Teaching method; Teacher preparation; Sociology","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":[0.0006992376,0.0003328536,0.0002192168,0.0006532933,0.004978827,0.004012311,0.0003864156,0.001291739,0.02747922],"category_scores_gemma":[0.002608993,0.0002098141,0.0001969513,0.0008540667,0.006748937,0.006222082,0.00304458,0.002575254,0.005147422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651976,"about_ca_system_score_gemma":0.001475174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008775354,"about_ca_topic_score_gemma":0.01555311,"domain_scores_codex":[0.999129,0.0003953048,0.00003374525,0.0001166498,0.0001667516,0.000158659],"domain_scores_gemma":[0.9992849,0.0001448815,0.00009290635,0.0001183497,0.000194426,0.0001645949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001056138,0.00003123452,0.003345232,0.0002653477,0.00001712679,0.002153755,0.2339517,0.0001009316,0.001404993,0.4872666,0.2114301,0.05992737],"study_design_scores_gemma":[0.000005062535,0.00002726449,0.001285744,0.0001733036,0.000003990582,0.001098236,0.04330043,0.00005231566,0.0001442085,0.008817128,0.9450783,0.0000141998],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05031778,0.003274847,0.006520633,0.03805379,0.004496826,0.00006459371,0.000231955,0.0002521899,0.8967873],"genre_scores_gemma":[0.5998374,0.002246672,0.002522832,0.008835426,0.0005265368,0.00005838709,0.0002091361,0.0002195432,0.3855439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02747922,"threshold_uncertainty_score":0.09192717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125431378200691,"score_gpt":0.3064624669259893,"score_spread":0.2852081531439823,"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."}}