{"id":"W2497429993","doi":"10.15760/comminfolit.2016.10.1.15","title":"Reporting or Reconstructing? The Zine as a Medium for Reflecting on Research Experiences","year":2016,"lang":"en","type":"article","venue":"Communications in Information Literacy","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reflection (computer programming); Scale (ratio); Psychology; Critical reflection; Mathematics education; Pedagogy; Computer science; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.01399875,0.00008504058,0.0001179664,0.000388151,0.002567504,0.0004534015,0.001262912,0.00008236801,0.0001518835],"category_scores_gemma":[0.1069399,0.00005076866,0.00004116624,0.001109167,0.0006892477,0.004560466,0.0001890117,0.0003699405,0.00008743738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263758,"about_ca_system_score_gemma":0.0007917308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746332,"about_ca_topic_score_gemma":0.0003813639,"domain_scores_codex":[0.996702,0.001098259,0.001247504,0.0001438315,0.0004733164,0.0003351276],"domain_scores_gemma":[0.9830211,0.01312683,0.001492474,0.001197181,0.001105906,0.00005644782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009033698,0.00005222253,0.003247237,0.0000103171,0.000007104897,1.070827e-7,0.5176731,0.000002104814,0.00004043915,0.07071804,0.001032175,0.4071268],"study_design_scores_gemma":[0.0002484298,0.00007168594,0.0006975181,0.0002227178,0.000002872519,0.000007817493,0.2197104,0.0001429251,0.0002727686,0.01534752,0.7631709,0.0001045188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3612932,0.0001326736,0.001615744,0.09734445,0.001949999,0.002244625,0.000004547159,0.000160505,0.5352542],"genre_scores_gemma":[0.9774447,0.0003368169,0.01874105,0.0004900739,0.0001965861,0.001639869,0.000008943057,0.000007380013,0.001134595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7621387,"threshold_uncertainty_score":0.998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3903557567890661,"score_gpt":0.6226552990640538,"score_spread":0.2322995422749877,"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."}}