{"id":"W7112679405","doi":"","title":"Case Study of Quelimane, Mozambique","year":2022,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Business Strategies and Management Research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Data collection; Work (physics); Nova scotia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02927411,0.0001894664,0.0003481768,0.007886223,0.003329519,0.0003351598,0.002379803,0.00009186934,0.0001565119],"category_scores_gemma":[0.007459156,0.0001559958,0.00006047191,0.01667099,0.002003241,0.0007481988,0.002596472,0.0007043263,0.000005158774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932427,"about_ca_system_score_gemma":0.001805829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050181,"about_ca_topic_score_gemma":0.0001786647,"domain_scores_codex":[0.9900036,0.0002719307,0.0007963135,0.00127819,0.006593204,0.0010568],"domain_scores_gemma":[0.9933516,0.001417598,0.0002740128,0.0006487285,0.004159146,0.0001489188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005086067,0.00686407,0.04174675,0.000193249,0.0002112002,0.002392999,0.003713917,0.0001617145,0.01631123,0.5466565,0.0837709,0.2974689],"study_design_scores_gemma":[0.004929918,0.01480361,0.004743067,0.0000361415,0.00003351426,0.003578812,0.2570672,0.01792974,0.002341938,0.6455866,0.04780022,0.001149303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817786,0.0006433402,0.0003276798,0.001543159,0.0002031501,0.002706713,0.0001205467,0.00009134476,0.0125855],"genre_scores_gemma":[0.9930989,0.0001007207,0.0002886968,0.00001741537,0.00003025513,0.001304095,0.00001320889,0.00001507187,0.005131701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963196,"threshold_uncertainty_score":0.9995666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2152368351476912,"score_gpt":0.4685948603543177,"score_spread":0.2533580252066265,"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."}}