{"id":"W4200254352","doi":"10.25071/1916-4467.40767","title":"Falling Towers: A Letter to my Child’s Teacher","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Metaphor; Reflexivity; Ivory tower; Sociology; Action (physics); Tower; Falling (accident); Task (project management); Media studies; Aesthetics; Pedagogy; Psychology; History; Law; Linguistics; Political science; Art; Social science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059112,0.00006389325,0.0001741489,0.00006570609,0.00113149,0.0001332394,0.0001544358,0.00007434305,0.00008000401],"category_scores_gemma":[0.006084433,0.00004730465,0.0001965976,0.0002624621,0.00003531972,0.0001329619,0.00002180249,0.0001849005,0.00001054503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158702,"about_ca_system_score_gemma":0.0005819457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007720323,"about_ca_topic_score_gemma":0.560865,"domain_scores_codex":[0.9988229,0.0001734461,0.0002626813,0.00008203841,0.0003792116,0.0002797057],"domain_scores_gemma":[0.9982342,0.0001553199,0.0001907162,0.00005713549,0.001155971,0.0002067169],"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":[0.000003084763,0.00005276608,0.02663181,0.00000971128,0.000350749,0.000008088744,0.02545092,0.0000672433,0.00001929224,0.02367979,0.9224742,0.001252345],"study_design_scores_gemma":[0.000169327,0.00001424982,0.002741275,0.00003903007,0.00005449262,0.000001757997,0.009303741,0.000003574723,0.00002170248,0.001492098,0.9860836,0.000075143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06568824,0.001180994,0.00004422666,0.8965766,0.004422367,0.0003139294,0.00003117596,0.00001298354,0.03172951],"genre_scores_gemma":[0.9290645,0.0001141849,0.0004626584,0.02007225,0.004643097,0.00001453857,0.000001559365,0.00001237749,0.04561481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8765043,"threshold_uncertainty_score":0.9988874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426180138108779,"score_gpt":0.3425596210968879,"score_spread":0.3082978197158001,"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."}}