{"id":"W2207937751","doi":"","title":"Conferencing--An Exploration into Connectivity, Content and Community.","year":2004,"lang":"en","type":"article","venue":"International electronic journal for leadership in learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Locale (computer software); Asynchronous communication; Presentation (obstetrics); Byte; Frame (networking); Computer science; Videoconferencing; Distance education; Multimedia; Higher education; Library science; Sociology; Pedagogy; Political science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004370541,0.0001153928,0.0001541617,0.000252543,0.001248293,0.0002691072,0.0002825188,0.0001060252,0.00002948587],"category_scores_gemma":[0.001969958,0.0001224389,0.00005985739,0.0001238715,0.0001334323,0.001508463,0.00002605121,0.002300887,0.000004444833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009055058,"about_ca_system_score_gemma":0.0009160939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552715,"about_ca_topic_score_gemma":0.0210028,"domain_scores_codex":[0.997856,0.0008259346,0.0002767397,0.0001526389,0.000335404,0.0005532924],"domain_scores_gemma":[0.998917,0.0004639469,0.0001904693,0.00005697655,0.0002653354,0.0001063114],"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":[0.0002979212,0.0003978737,0.01975776,0.0000346253,0.0001351314,0.00001130563,0.1291419,0.01576085,0.002582541,0.7523307,0.000008994382,0.07954044],"study_design_scores_gemma":[0.00350158,0.001505252,0.00138516,0.0002933123,0.00002575894,0.00006765396,0.6801861,0.001130892,0.0004104798,0.2770308,0.0340727,0.0003903098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505594,0.0002464219,0.02336366,0.02400337,0.0004097042,0.0001940243,5.04123e-7,0.00005601803,0.001166887],"genre_scores_gemma":[0.9979184,0.0002360642,0.0006295256,0.0001733392,0.0004406988,0.00001471318,0.00001527366,0.00001711857,0.0005548339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5510443,"threshold_uncertainty_score":0.9996337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2605330938368817,"score_gpt":0.3930289151828016,"score_spread":0.1324958213459199,"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."}}