{"id":"W1485555538","doi":"10.21432/t2001c","title":"Online Education: A Science and Technology Studies Perspective / Éducation en ligne: Perspective des études en science et technologie","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Capilano University","funders":"","keywords":"Instrumentalism; Ligne; Sociology; Humanities; Essentialism; Argument (complex analysis); Perspective (graphical); Epistemology; Philosophy; Computer science","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00289061,0.0001224153,0.0002223487,0.002687281,0.00177405,0.0001685472,0.0005404259,0.0002003741,0.00001943161],"category_scores_gemma":[0.04099724,0.0001109696,0.00001731276,0.003633138,0.01147486,0.0006259138,0.00008943346,0.0007153667,0.000002778798],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224111,"about_ca_system_score_gemma":0.02214851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237991,"about_ca_topic_score_gemma":0.01185221,"domain_scores_codex":[0.9986148,0.0001397517,0.0002103316,0.0003235992,0.0002657264,0.0004458118],"domain_scores_gemma":[0.9928756,0.0003320632,0.0002159879,0.0001244469,0.006161373,0.0002905151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001118128,0.00004862681,0.02574132,0.000007298462,0.00002741235,0.000003651984,0.03132382,0.000001242741,0.00283497,0.8662611,0.0001285859,0.07362083],"study_design_scores_gemma":[0.00008159038,0.0002149609,0.005927564,0.00009128228,0.00001722912,0.0001538885,0.7517123,0.000003531831,0.0004509193,0.2251772,0.01604868,0.0001208448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8365194,0.01127143,0.00003048163,0.1469797,0.0003261236,0.0001797333,9.77613e-7,0.00006144002,0.004630786],"genre_scores_gemma":[0.9743838,0.002122415,0.02269242,0.00007036157,0.0001106988,0.00001951129,1.233584e-7,0.000007913083,0.0005927297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7203884,"threshold_uncertainty_score":0.9995255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593799858557938,"score_gpt":0.4340924033952019,"score_spread":0.3881544048096225,"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."}}