{"id":"W2895649300","doi":"","title":"Emerging researcher pedagogies: The “Dear Data” project","year":2018,"lang":"en","type":"article","venue":"","topic":"E-Learning and COVID-19","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Creativity; Participatory action research; The arts; Critical thinking; Qualitative research; Pedagogy; Citizen journalism; Psychology; Sociology; Mathematics education; Engineering ethics; Computer science; Engineering; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08084185,0.0005864025,0.0008359748,0.002362941,0.006924544,0.01128912,0.002619836,0.003692771,0.01297753],"category_scores_gemma":[0.09668431,0.0008045308,0.001010601,0.003539278,0.009138699,0.01246562,0.01527852,0.007179662,0.006559049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570396,"about_ca_system_score_gemma":0.00922983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044615,"about_ca_topic_score_gemma":0.001629337,"domain_scores_codex":[0.9357069,0.05296435,0.001379631,0.002312298,0.006503996,0.001132992],"domain_scores_gemma":[0.9163152,0.05408791,0.002027796,0.01158404,0.008340686,0.007644287],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000147403,0.0004652397,0.002543919,0.001023066,0.000054008,0.0005663524,0.1545996,0.0003471376,0.001416887,0.1781806,0.389311,0.2713447],"study_design_scores_gemma":[0.00003976337,0.00006770689,0.000525212,0.0007005719,0.000009511171,0.0002598839,0.04041044,0.0003231489,0.0008114238,0.02864613,0.9281819,0.0000242836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06875077,0.01144897,0.3541434,0.2823832,0.02186756,0.006445467,0.005179044,0.003907748,0.2458738],"genre_scores_gemma":[0.2920097,0.01110737,0.4115319,0.05049597,0.00296483,0.02238225,0.006860195,0.00822558,0.1944222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9191582,"threshold_uncertainty_score":0.4275377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3729494756914541,"score_gpt":0.5399629852929207,"score_spread":0.1670135096014666,"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."}}