{"id":"W4225765793","doi":"10.26522/jitp.v2i2.3758","title":"7. The Invitational HELIX","year":2010,"lang":"en","type":"article","venue":"Journal of Invitational Theory and Practice","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.01247183,0.0005425024,0.0003428014,0.001196598,0.005892169,0.01270567,0.001843393,0.006841354,0.02640095],"category_scores_gemma":[0.02494919,0.0004868683,0.0009660807,0.0009121165,0.01411274,0.01459605,0.009420284,0.006275574,0.0148515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003697226,"about_ca_system_score_gemma":0.006408261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920723,"about_ca_topic_score_gemma":0.001813475,"domain_scores_codex":[0.9837038,0.008663051,0.0006374128,0.001378392,0.004423991,0.00119326],"domain_scores_gemma":[0.9884979,0.003679377,0.0006421757,0.002595321,0.003299192,0.001285878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001805413,0.00001661818,0.0001252232,0.00005175094,0.000002661895,0.00004806621,0.002900079,0.000110227,0.0001183977,0.9762979,0.008249304,0.01206175],"study_design_scores_gemma":[0.00001634886,0.00003299979,0.0001581286,0.0002961182,0.00000454777,0.000183574,0.002010975,0.0005401183,0.0006162921,0.4313838,0.5647346,0.00002243901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005231368,0.001151793,0.1523975,0.02557212,0.001802679,0.0003481705,0.0001041573,0.0005600555,0.8128321],"genre_scores_gemma":[0.4382955,0.002407941,0.1267748,0.01958105,0.001552016,0.001741601,0.0002839823,0.001078761,0.4082845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02640095,"threshold_uncertainty_score":0.08832002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851716058987889,"score_gpt":0.3896515973232358,"score_spread":0.3711344367333569,"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."}}