{"id":"W2994022492","doi":"","title":"Collaboration: Where Does It Begin?.","year":2002,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Mathematics education; Computer science; Psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005052316,0.00008984889,0.00009688113,0.00004473705,0.0009573086,0.0003989368,0.0004325588,0.00010055,0.02225894],"category_scores_gemma":[0.00006173528,0.00007773457,0.00003454817,0.0004029528,0.00008969047,0.0006252883,0.0000677775,0.0003155445,0.000650664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004519038,"about_ca_system_score_gemma":0.00005315108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518656,"about_ca_topic_score_gemma":0.006063776,"domain_scores_codex":[0.9984738,0.0007537358,0.0001220554,0.0001424415,0.0002681778,0.0002398129],"domain_scores_gemma":[0.9993897,0.00008880183,0.00005215047,0.0003149326,0.00003617223,0.0001182479],"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":[0.000007673102,0.0002997103,0.01094174,0.00001833795,0.00005794062,0.000009215408,0.4439657,0.00001831082,0.00002241825,0.07210702,0.4263472,0.04620479],"study_design_scores_gemma":[0.0001519531,0.00001475401,0.0007375013,0.00001444925,0.000008314895,1.269297e-7,0.1005566,0.00008456161,0.00001035953,0.000592667,0.8977129,0.0001157227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03813321,0.0003923169,0.00002214472,0.1247388,0.0003568364,0.0001490468,0.00000190638,0.0004044069,0.8358014],"genre_scores_gemma":[0.8312535,0.0001651933,0.0005698594,0.001496913,0.0005966667,0.00001771037,0.000005742927,0.00001671696,0.1658777],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7931203,"threshold_uncertainty_score":0.9786348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454799830379794,"score_gpt":0.2881039662111426,"score_spread":0.2426239831731632,"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."}}