{"id":"W6888083475","doi":"10.18712/nsd-nsd1764-v2","title":"The Learning Conditions Monitor 2010","year":2011,"lang":"en","type":"dataset","venue":"NSD – Norsk senter for forskningsdata","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Lifelong learning; Quarter (Canadian coin); Survey data collection; Survey research; Christian ministry; Data collection; Official statistics","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":[0.001638536,0.001621851,0.001538394,0.004609688,0.0007753507,0.003089651,0.002462922,0.001433271,0.02804707],"category_scores_gemma":[0.006705067,0.0007327561,0.001162503,0.008234279,0.0003294293,0.002196799,0.001922132,0.001911224,0.02953758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592187,"about_ca_system_score_gemma":0.003771045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08308487,"about_ca_topic_score_gemma":0.1040562,"domain_scores_codex":[0.9979112,0.0003097075,0.0003806914,0.0005446723,0.0005419826,0.0003117564],"domain_scores_gemma":[0.995768,0.0006857188,0.0008193451,0.000601834,0.001643891,0.0004813265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000164971,0.00008252872,0.009435001,0.0006384043,0.00005570194,0.00003979442,0.00008976804,0.0003894485,0.00008111723,0.0007078366,0.9811153,0.007199983],"study_design_scores_gemma":[0.0003414582,0.00005643646,0.07301564,0.0004672932,0.00005003938,0.00007653518,0.0003510152,0.0008576022,0.0003623427,0.000738495,0.923601,0.00008213132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008442023,0.0000596327,0.00007110665,0.00008067458,0.00003118203,0.00004670627,0.9976872,0.000138089,0.001041228],"genre_scores_gemma":[0.001137011,0.0000588182,0.0002564912,0.00003696988,0.00001620433,0.0002353145,0.996859,0.00003456112,0.001365675],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08308487,"threshold_uncertainty_score":0.1652026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640627234293757,"score_gpt":0.3190529078115562,"score_spread":0.2726466354686186,"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."}}