{"id":"W2094440966","doi":"10.1145/1041624.1041662","title":"Searching the web to develop inquiry and collaborative skills","year":2004,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Treasure; Intuition; Heuristics; Computer science; World Wide Web; Process (computing); Psychology; Cognitive science; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009696637,0.00007800356,0.00007770283,0.00005261792,0.0008691341,0.0002114884,0.000318527,0.00005440957,0.0002642594],"category_scores_gemma":[0.005136404,0.00006149989,0.000009471035,0.001131149,0.0002306682,0.00006484261,0.0001114538,0.0001102302,0.0003783603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266391,"about_ca_system_score_gemma":0.001154905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003947075,"about_ca_topic_score_gemma":0.001526341,"domain_scores_codex":[0.9989125,0.0002573951,0.0001322359,0.0001857168,0.0002956474,0.0002164985],"domain_scores_gemma":[0.9988369,0.0003577761,0.00004694542,0.000210687,0.0004228988,0.000124789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003229135,0.000149689,0.001100499,0.000006654384,0.00002446471,0.000004529729,0.6675164,0.000217296,0.0005088935,0.1523243,0.1433466,0.03476836],"study_design_scores_gemma":[0.0001913338,0.00002535556,0.002846903,0.00001782997,0.000003705109,5.434311e-7,0.06501545,3.053074e-7,0.0003591584,0.003175053,0.928259,0.0001053333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710945,0.0001148747,0.0001239772,0.3086183,0.0005517282,0.0005208901,0.00000359838,0.00006195436,0.01891016],"genre_scores_gemma":[0.9826274,0.0001665463,0.007683081,0.00606714,0.000514804,0.00007420698,0.00000300589,0.000009787996,0.002854015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7849124,"threshold_uncertainty_score":0.6684765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007245818721282,"score_gpt":0.3446980006335879,"score_spread":0.324625542446375,"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."}}