{"id":"W2421706673","doi":"10.4324/9781315780764-2","title":"Developing an Inclusive Definition, Typological Analysis and Online Resource for Live Projects","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01696318,0.001043581,0.0009015829,0.0148343,0.006084268,0.01733574,0.003404122,0.002595887,0.004484817],"category_scores_gemma":[0.02365164,0.0005680683,0.0006176582,0.016245,0.01649743,0.03562974,0.009790448,0.003097735,0.0008515201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006902367,"about_ca_system_score_gemma":0.005756586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301969,"about_ca_topic_score_gemma":0.003126639,"domain_scores_codex":[0.9762773,0.01613292,0.001496073,0.001069167,0.004521403,0.000503156],"domain_scores_gemma":[0.9792262,0.01396769,0.001106891,0.002853346,0.002324877,0.0005210059],"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":[0.000008581991,0.00004697382,0.001711155,0.000358687,0.000006895423,0.0002257035,0.05506942,0.0005476083,0.0003925916,0.8658864,0.004813232,0.07093275],"study_design_scores_gemma":[0.000007530928,0.00003467863,0.001777452,0.002120403,0.00001002896,0.000901421,0.1532007,0.002682962,0.000816915,0.5119435,0.3264605,0.00004380179],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06241694,0.00675795,0.6318986,0.01062823,0.0008822733,0.001974918,0.0007627739,0.0003842175,0.2842941],"genre_scores_gemma":[0.3893817,0.005658809,0.5657356,0.001205297,0.000222733,0.008542351,0.001317023,0.0005135489,0.02742291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01733574,"threshold_uncertainty_score":0.08971095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135617451940262,"score_gpt":0.4371563189531962,"score_spread":0.22359457375917,"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."}}