{"id":"W4408787332","doi":"10.14742/apubs.2009.2354","title":"Aiming for the right place","year":2009,"lang":"en","type":"article","venue":"ASCILITE Publications","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business","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":[0.0005639865,0.00003870166,0.00003690854,0.00007041195,0.001215143,0.0001125321,0.0002957926,0.00006300081,0.0002668731],"category_scores_gemma":[0.001226129,0.00002837509,0.0000391791,0.0004480603,0.0001380837,0.0002282018,0.000004729003,0.00007339995,0.00004752109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005962973,"about_ca_system_score_gemma":0.0001911495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101354,"about_ca_topic_score_gemma":0.001265345,"domain_scores_codex":[0.9994984,0.00003297745,0.0001023444,0.000114532,0.0001050078,0.0001467221],"domain_scores_gemma":[0.9990201,0.0004024108,0.00004563979,0.0002446397,0.0002479359,0.00003927504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.687584e-7,0.0000268055,0.0001887031,2.269386e-7,0.000003032822,3.598997e-9,0.00253607,8.242661e-7,0.00001977265,0.9208154,0.05100641,0.02540217],"study_design_scores_gemma":[0.00004572788,0.000007860069,0.006020308,0.000001183707,0.000007052175,2.185634e-7,0.003203674,0.0001211027,0.00004637491,0.02834574,0.9621634,0.00003737828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00361512,0.0001941878,0.0178023,0.8231245,0.0002731754,0.0005937593,0.000009981287,0.0003417857,0.1540452],"genre_scores_gemma":[0.9644575,0.00005242937,0.002102569,0.002350172,0.0001911477,0.0002534255,0.00002847614,0.000002891198,0.03056137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9608424,"threshold_uncertainty_score":0.934602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156761771671344,"score_gpt":0.3566150133724826,"score_spread":0.3250473956557692,"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."}}