{"id":"W2006780983","doi":"10.7577/rerm.685","title":"Becoming Rhizome Researchers","year":2013,"lang":"en","type":"article","venue":"Reconceptualizing Educational Research Methodology","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rhizome; Data science; Computer science; Medicine; Traditional 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01242888,0.0001206354,0.000215798,0.0003805599,0.001330698,0.0002590981,0.0006841145,0.0002153808,0.02876486],"category_scores_gemma":[0.07050832,0.0001146771,0.00008869061,0.0008132247,0.001634868,0.0005089847,0.0001130603,0.0006610634,0.003972253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240385,"about_ca_system_score_gemma":0.002008504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04491703,"about_ca_topic_score_gemma":0.001332463,"domain_scores_codex":[0.9871461,0.0100293,0.0003311737,0.0004464047,0.0009475672,0.001099454],"domain_scores_gemma":[0.9778713,0.01864494,0.00008664767,0.0003033407,0.002426661,0.0006671216],"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":[0.000007977142,0.0001373202,0.00115407,0.00001441146,0.00003401509,4.729105e-7,0.2007618,0.00000317448,0.002624659,0.5513269,0.223019,0.02091617],"study_design_scores_gemma":[0.0001865593,0.00002686816,0.01112419,0.00002676658,0.000003306857,0.000004671886,0.2230897,0.00001233572,0.0001928705,0.05055119,0.7145987,0.000182806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5527561,0.001627625,0.00008208983,0.2148242,0.003020373,0.001322679,0.000005782791,0.00009820716,0.226263],"genre_scores_gemma":[0.7440853,0.0006599307,0.1010004,0.00214934,0.002399025,0.001009018,0.00004934703,0.00003913113,0.1486085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5007757,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7946778040472319,"score_gpt":0.6262361304586964,"score_spread":0.1684416735885355,"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."}}