{"id":"W4313445824","doi":"10.1007/978-3-031-04394-9_67","title":"Rhizoanalysis","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Positivism; Quality standard; Sociology; Psychology; Political science; Philosophy; Epistemology; Chemistry","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":[0.0005359632,0.0006628443,0.0004264005,0.001798041,0.00200182,0.004796403,0.001022292,0.0007121681,0.1308298],"category_scores_gemma":[0.002544979,0.0001724262,0.0004595354,0.001924166,0.002345087,0.003043761,0.001849169,0.001796276,0.04866105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526948,"about_ca_system_score_gemma":0.002023797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659981,"about_ca_topic_score_gemma":0.008627404,"domain_scores_codex":[0.9994206,0.0001706271,0.00001904423,0.0001143889,0.0002060318,0.00006924777],"domain_scores_gemma":[0.9993433,0.0001368631,0.00002574031,0.0001663049,0.0002879908,0.00003979125],"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":[0.0000615094,0.0000213585,0.0001262344,0.0002089508,0.000009128625,0.00009575648,0.00148344,0.0001827307,0.0003633659,0.6352454,0.2499776,0.1122246],"study_design_scores_gemma":[0.000004535574,0.000006765878,0.0001551294,0.0001004624,0.000005373373,0.0000716462,0.0004433462,0.0001471062,0.0001636177,0.05128418,0.9476134,0.000004495169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001319817,0.003821184,0.005998286,0.003721607,0.003405292,0.00003444283,0.0004726446,0.0002756129,0.9809512],"genre_scores_gemma":[0.0407635,0.004751905,0.004120198,0.001422677,0.001952501,0.00009972605,0.001071181,0.000832757,0.9449856],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1308298,"threshold_uncertainty_score":0.4376691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08749609535795688,"score_gpt":0.378717201613634,"score_spread":0.2912211062556772,"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."}}